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Master

VIEWS: 66 PAGES: 40

									理工学研究科             Graduate School of Science and Engineering
博士前期課程             Master Program

                                                                                                                                            交換留学生が
   漢字科目名                         英字科目名               単位数                                    英文授業概要                                          受講できない科
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数学専攻               Mathematics
数学論文研修第一           Master's Research Ⅰ                 6                                                                                          *
数学特別演習             Advanced Seminar in Mathematics     2                                                                                          *
数学論文研修第二           Master's Research Ⅱ                 6                                                                                          *
                                                                The topological group is a very appropriate subject to understand
                                                               linear algebra, group theory and general topology much better. In this
                                                               lecture, we start with an explanation on typical linear groups GL(n,R),
                                                               GL(n,C), GL(n,H), O(n), U(n), Sp(n), which gives us a nice prospect of
代数学特論第一            Algebra Ⅰ                           2
                                                               general theory of topological groups. The audience would recognize it
                                                               delicate to establish for topological groups even fundamental facts such
                                                               as the homomorphism theorem. As necessary, we recall elementary
                                                               facts on linear algebra, group theory and general topology.
                                                                We will choose topics according to the audience’s request from the
                                                               following subjects: (1) coalgebras and Hopf algebras, (2) linear
代数学特論第二            Algebra Ⅱ                           2
                                                               representations of topological groups, (3) homology groups and the
                                                               fundamental groups of linear groups, (4) Lie algebras.
                                                               Algebraic geometry was developed first as intuitive knowledge by Italian
                                                               school, and later in 20th century , after the efforts by many
                                                               mathematicians (Chevalley, Zariski, et al.), Weil had constructed strictly
                                                               the algebraic geometry from the view point of field theory to solve the
代数学特論第三            Algebra Ⅲ                           2       Riemann-Weil conjecture in one dimensional case. But to solve
                                                               generally the Riemann-Weil conjecture, Grothendieck constructed the
                                                               algebraic geometry from the view point of ring theory, which was so-
                                                               called scheme theory. In this lectures, we will explain the general
                                                               knowledge of schemes.




                                                                      Page 1
                           Under the fundamental knowledge of scheme theory, we will explain
                           about group schemes (mainly affine group schemes), and give some
                           examples of one dimensional abelian varieties as given by elliptic
代数学特論第四   Algebra Ⅳ    2   curves, and typical affine group schemes. Moreover, we explain about
                           the group of extensions and the Hochschild cohomology groups of given
                           tow affine group schemes, and discuss about the torsors for finite
                           group schemes.
                           In this course, we start with singular homology and singular cohomology
                           for topological manifolds, and then proceed to cohomology with
代数学特論第五   Algebra Ⅴ    2   coefficients in sheaves, which includes de Rham cohomology. We will
                           also deal with some applications of these fundamental tools to number
                           theory.
                           In this course, we deals with the basic arithmetic theory of number
                           fields and function fields. The main aim is to explain the
代数学特論第六   Algebra Ⅵ    2   ramified/unramified class field theory, and the relation between
                           algebraic objects (ideal class groups and unit groups) and analytic
                           objects (special value of zeta functions).
                           Theory of manifolds is a key-point for knowing and studying of the
                           recent mathematics. It is necesay that students which study
幾何学特論第一   Geometry Ⅰ   2   Differential geometry of course, topology, algebraic geomety, analysis
                           touch theory of maniolds, We will state differntial manifolds and
                           Riemannian geometry, etc.
幾何学特論第二   Geometry Ⅱ   2   We will introduce the recent subjects of Riemannian geometry.
                           An introduction to the algebraic topology including homotopy theory is
                           presented. Starting from a review of the basic homology theory, after
                           introducing the notion of CW complexes, the singular homology theory,
幾何学特論第三   Geometry Ⅲ   2
                           homotopy groups and fibrations, a basic obstruction theory are studied.
                           At an appropriate moment, de Rham theory on smooth manifolds is also
                           explained.
                           An geometric and topological introduction to singularity theory is
                           presented. The basic parts of the lectures are following the famous
                           book by Milnor, while we add more modern and geometric points of
                           view, e.g., from symplectic and contact geometry. From algebraic
幾何学特論第四   Geometry Ⅳ   2
                           equations, concrete examples of coplex manifolds and related contact
                           manifolds are treated. Understand the singularity theory as a good
                           stage of modern algebraic topology and complex geometry/analysis
                           colaborating as well as other branches of mathematics.
                           We will study the topology of Lie gruops and classifying spaces, as well
                           as basic results on fiber bundles and vector bundles. The purpose is to
幾何学特論第五   Geometry Ⅴ   2
                           understand how to use various methods in algebraic topology.
                           Prerequisites are basics on manifold theory and topology.




                                  Page 2
                           We will study some details of Lie theory, such as the theory of root
                           systems, as well as some results on equivariant cohomology. Then, we
幾何学特論第六   Geometry Ⅵ   2   will discuss geometry and topology of homogeneous spaces.
                           Prerequisites are basic notions on manifold theory, topology, and Lie
                           theory.
                            We give a course of an introduction to the theory of the three-
                           dimensional topology. The contents should include fundamental groups,
                           unbranched and branched covering spaces, the presentation of three-
幾何学特論第七   Geometry Ⅶ   2
                           dimensional manifolds as branched covering over the three sphere.
                           Through introducing the fundamental facts, we show some standard
                           methods in three-dimensilnal topology.
                           In succession to the spring semester, we give a course of the
                           introduction to the theory of three-dimensional topology. After
                           explaining some complementary facts on the presentation of three-
幾何学特論第八   Geometry Ⅷ   2
                           manifolds as branched coverings over the three-sphere, we proceed
                           the theory of the universal links. We may show an introduction to the
                           theory of invariants of three-manifolds
                           Our goal is to show that the various types of initial value problems for
                           partial differential equations are well-posed. To this end, the elements
解析学特論第一   Analysis Ⅰ   2
                           of Sobolev spaces and the theory of nonlinear semigroups of
                           contractions are introduced and applied to the problems.
                           We discuss the various methods of numerical approximation of the
                           solutions of initial value problems for partial differential equations.
解析学特論第二   Analysis Ⅱ   2
                           The elements of convergence and approximation theories of onlinear
                           semigroups of contractions are introduced and applied to the ethods.
                           Several properties of self-adjoint operators in spectral analysis will be
                           introduced. Especially, unbounded self-adjoint oparators will be focused
解析学特論第三   Analysis Ⅲ   2
                           and the resolution of the identity will be proved. Then the structure of
                           spectre will be revealed.
                           First, we will derive Schrödinger equation, and then find
                           some sufficient conditions to ensure that Schrödinger
解析学特論第四   Analysis Ⅳ   2
                           operator should be self-adjoint. By analyzing the resolvent of operators
                           the spectral representation of the propagator will be provided,
                           We study basic properties of Gauss hypergeometric differential
                           equation and its confluent equations.
解析学特論第五   Analysis Ⅴ   2
                           For this purpose, we also review a theory of differential equations on a
                           complex domain.
                           The theory of D-modules is applied not only to differential equations
解析学特論第六   Analysis Ⅵ   2   but also to representation theory.
                           In this lecture, we will explain basic properties of D-modules.




                                  Page 3
                                                  The aim of the statistical science advanced course 1 is to understand
                                                  the basic concept of statistical data analysis and provide various
                                                  procedures in actuarial science. This course introduces the
                                                  fundamental tools and the methodology for extracting useful
                                                  information from data and for reasonable inference to elucidate
統計学特論第一     Statistics Ⅰ                      2   phenomena with uncertainty in actuarial science. The subjects covered
                                                  are mathematical statistics, probability, principle of modeling and
                                                  stochastic processes, emphasizing their applications to actuarial
                                                  science and finance. It is expected to learn how to develop and apply
                                                  the actuarial and financial techniques in a variety of practical risk
                                                  analysis.
                                                  The aim of the statistical science advanced course 2 is to introduce
                                                  various procedures in multivariate statistical analysis for extracting
                                                  useful information and pattern from multivariate data. Especially this
                                                  course introduces principal component analysis, discriminant analysis,
統計学特論第二     Statistics Ⅱ                      2   pattern recognition, clustering, kernel methods and techniques in
                                                  statistical learning. It is expected to learn how to extract useful
                                                  information and knowledge discovery from multivariate data arise in
                                                  such areas as genome databases in life science, system engineering,
                                                  educational testing and assessment etc.
                                                  Although many computational statistics methods are developed, the
                                                  concepts of the mathematical statistics, e.g. estimation and hypothesis
統計学特論第三     Statistics Ⅲ                      2   testing theories, are required in the recent statistical science. In this
                                                  course, you will study basic theories of classical mathematical
                                                  statistics, and Bayesian statistics.
                                                  Recently, various models of supervised or unsupervised learning are
                                                  developed in statistical science. In this course, you will study
統計学特論第四     Statistics Ⅳ                      2   theoretically and practically the basic topics of them, e.g. linear
                                                  regression or discriminant analysis, the Lasso techniques, mixed effect
                                                  models, cluster analysis, and principal component analysis.
計算数学特論第一    Computational   Mathematics   Ⅰ   2
計算数学特論第二    Computational   Mathematics   Ⅱ   2
計算数学特論第三    Computational   Mathematics   Ⅲ   2
計算数学特論第四    Computational   Mathematics   Ⅳ   2
                                                  Introduction to algebraic curves. We develop the basic theory of
代数学特別講義第一   Advanced Topic of Algebra Ⅰ       2   algebraic curves with a special reference to elliptic curves and their
                                                  applications.
                                                  Introduction to the arithmetic elliptic curves. We discuss the relation
代数学特別講義第二   Advanced Topic of Algebra Ⅱ       2
                                                  between elliptic curves and modular forms.




                                                         Page 4
                                                       This lesson is an introduction to Algebraic Geometoric codes
                                                       at the graduate or adovancsed undergraduate level.
代数学特別講義第三   Advanced Topic of Algebra Ⅲ            2   After a brief discussion of general linear algebra over finite fields,
                                                       we discusses on Algebraic Geometoric codes and their decoding
                                                       algorithm.
                                                       I will talk old and new algorithms concerning primarity testing on
代数学特別講義第四   Advanced Topic of Algebra Ⅳ            2   rational integers. Special topics are polynomial time algorithm, elliptic
                                                       curve and class field theory.
代数学特別講義第五   Advanced Topic of Algebra Ⅴ            2
                                                       A curve means a complete non-singular irreducible algebraic curve
                                                       over an algebraically closed field of characteristic 0. This lecture is
代数学特別講義第六   Advanced Topic of Algebra Ⅵ            2   devoted to the study of Weierstrass semigroups of points on curves..
                                                       Through Weierstrass semigroups we investigate many curves.
                                                       Moreover, we study the moduli of pointed curves with a fixed genus..
幾何学特別講義第一   Advanced Topic of Geometry Ⅰ           2
                                                       In this lecture we study about rigidity problem of real hypersurfaces in
                                                       a nonflat complex space form. First we present preliminary results of
                                                       submanifold theory in differential geometric point of view. Secondly we
幾何学特別講義第二   Advanced Topic of Geometry Ⅱ           2   explain structure equations of real hypersurfaces in a complex space
                                                       form by Cartan's method. After that we discuss about rigidity problem
                                                       of real hypersurfaces in a nonflat complex space form. Finally we
                                                       present some open problems.
                                                       This lecture will give you an introductory exposition of Heegaard Floer
                                                       homology theory discovered by Ozvath and Szabo in about 2004.
                                                       Heegaard Floer homology thoery is an invariant for 3-dimensional
幾何学特別講義第三   Advanced Topic of Geometry Ⅲ           2   manifolds, defined from the data of a handle decomposition together
                                                       with the Lagrangian Floer homology package. Using other data, one can
                                                       define many variants of this theory producing invariants of knots and
                                                       contact structures.
幾何学特別講義第四   Advanced Topic of Geometry Ⅳ           2
幾何学特別講義第五   Advanced Topic of Geometry Ⅴ           2
幾何学特別講義第六   Advanced Topic of Geometry Ⅵ           2
                                                       In the first part, we study the convexity of norms of Banach spaces
                                                       and the concepts of duality maps and of m-accretive operators.
解析学特別講義第一   Advanced Topic of Analysis Ⅰ           2
                                                       In the second part, we study proper lower-semicontinuous functions
                                                       and their subdifferentials in Hilbert spaces.
解析学特別講義第二   Advanced   Topic   of   Analysis   Ⅱ   2
解析学特別講義第三   Advanced   Topic   of   Analysis   Ⅲ   2
解析学特別講義第四   Advanced   Topic   of   Analysis   Ⅳ   2
解析学特別講義第五   Advanced   Topic   of   Analysis   Ⅴ   2
解析学特別講義第六   Advanced   Topic   of   Analysis   Ⅵ   2




                                                              Page 5
                                                                         Measurement is an important technology as an aid to research in all
                                                                         branches of science and engineering as well as to maintain social
                                                                         safety in our daily life.
                                                                         The student will own the theoretical and systematic knowledge of the
応用解析特別講義第一   Advanced Topic of Applied Analysis Ⅰ                    2   instrumentation for engineering measurements including its
                                                                         methodology, configuration, operating principle and property, whose
                                                                         objective is to collect the quantitative information yielded by the
                                                                         physical real world phenomena with the use of the artificial
                                                                         measurement instrument.
応用解析特別講義第二   Advanced Topic of Applied Analysis Ⅱ                    2
応用解析特別講義第三   Advanced Topic of Applied Analysis Ⅲ                    2
応用解析特別講義第四   Advanced Topic of Applied Analysis Ⅳ                    2
                                                                         In this lecture we consider to analyze repeated measures or
                                                                         londitudinal data obtained by measuring a response (characteristic,
                                                                         dependent) variable repeatedly. In particular, the data assume that a
統計数学特別講義第一   Advanced Topic of Statistics Ⅰ                          2   single variable is measured at several time points or different
                                                                         conditions for all subjects. Various models have been considered,
                                                                         relating to modeling mean and covariance structures. The methods and
                                                                         applications are discussed for analysis of some typical models.
統計数学特別講義第二   Advanced Topic of Statistics Ⅱ                          2
                                                                         We consider to analyze multivariate data by measuring several
                                                                         (characteristic, dependent) variables for each subjects. By considering
                                                                         the set of variables jointly, we can extract new and important
統計数学特別講義第三   Advanced Topic of Statistics Ⅲ                          2   information which can not be extracted by analyzing the variables
                                                                         separately. In this lecture we take up multivariate data in the situations
                                                                         where the number of variables is large in comparison with the sample
                                                                         size. Such data are called high-dimensional data.
統計数学特別講義第四   Advanced Topic of Statistics Ⅳ                          2
統計数学特別講義第五   Advanced Topic of Statistics Ⅴ                          2
                                                                         Major part of this lecture will be devoted to the brief sketch of multi-
                                                                         dimensional analysis of qualitative data. In another part popular
                                                                         methods of multivariate analysis like PCA will be illustrated comparing
統計数学特別講義第六   Advanced Topic of Statistics Ⅵ                          2                                                                                *
                                                                         with the methods for qualitative data. The aim of this lecture is that
                                                                         students get an image of relationship of various methods for multi-
                                                                         dimensional analysis.
                                                                         Data structures and algorithms play important roles in designing
                                                                         efficient computer program. The course will give an overview of basic
情報数学特別講義第一   Advanced Topic of Computational Mathematics Ⅰ           2
                                                                         data structures and algorithms by challenging tasks in program
                                                                         contests.
情報数学特別講義第二   Advanced   Topic   of Computational   Mathematics   Ⅱ   2
情報数学特別講義第三   Advanced   Topic   of Computational   Mathematics   Ⅲ   2
情報数学特別講義第四   Advanced   Topic   of Computational   Mathematics   Ⅳ   2
情報数学特別講義第五   Advanced   Topic   of Computational   Mathematics   Ⅴ   2




                                                                                Page 6
情報数学特別講義第六      Advanced Topic of Computational Mathematics Ⅵ   2
物理学専攻           Physics
物理学論文研修第一       Master's Research Ⅰ                             6                                                                               *
物理学論文研修第二       Master's Research Ⅱ                             6                                                                               *
プラズマ物理学特論       Plasma Physics                                  2
                                                                    The one- and two-dimensional Ising models are introduced and exact-
                                                                    solvablity is studied. The transfer matrix method is explained.
数理物理学特論第一       Mathematical Physics Ⅰ                          2
                                                                    Mathematical theories of elliptic functions, free fermions, and conformal
                                                                    fields are also discussed.
数理物理学特論第二       Mathematical Physics Ⅱ                          2
流体物理学特論第一       Hydrodynamics Ⅰ                                 2
流体物理学特論第二       Hydrodynamics Ⅱ                                 2
量子物理学特論第一       Quantum Physics Ⅰ                               2
量子物理学特論第二       Quantum Physics Ⅱ                               2
場の理論特論第一        Field Theory Ⅰ                                  2
場の理論特論第二        Field Theory Ⅱ                                  2
場の理論特論第三        Field Theory Ⅲ                                  2
素粒子論特論第一        Theory of Elementary Particles Ⅰ                2
素粒子論特論第二        Theory of Elementary Particles Ⅱ                2
統計物理学特論第一       Statistical Physics Ⅰ                           2
統計物理学特論第二       Statistical Physics Ⅱ                           2
複雑系物理学特論第一      Physics of Complex Systems Ⅰ                    2
複雑系物理学特論第二      Physics of Complex Systems Ⅱ                    2
パターン形成物理学特論第一   Physics of Pattern Formation I                  2
パターン形成物理学特論第二   Physics of Pattern Formation Ⅱ                  2
固体物理学特論第一       Solid State Physics Ⅰ                           2
固体物理学特論第二       Solid State Physics Ⅱ                           2
固体物性化学特論第一      Solid State Chemistry Ⅰ                         2
固体物性化学特論第二      Solid State Chemistry Ⅱ                         2
                                                                    Softmatter physics is a new and growing field of research in physics
                                                                    appeared in the last few decades. In this course, the basic physical
                                                                    concepts for softmatter including polymers, colloids, liquid crystals,
高分子物理学特論第一      Polymer Physics Ⅰ                               2
                                                                    surfactants, and biomaterials (DNA and membranes) will be discussed,
                                                                    focusing theoretical methods that are necessary for understanding the
                                                                    physics of these materials.
高分子物理学特論第二      Polymer Physics Ⅱ                               2
半導体物理学特論第一      Semiconductor Physics Ⅰ                         2
半導体物理学特論第二      Semiconductor Physics Ⅱ                         2
宇宙物理学特論第一       Astrophysics Ⅰ                                  2
宇宙物理学特論第二       Astrophysics Ⅱ                                  2
非線形物理学特論第一      Nonlinear Physics Ⅰ                             2
非線形物理学特論第二      Nonlinear Physics Ⅱ                             2
生物物理学特論第一       Biophysics Ⅰ                                    2




                                                                           Page 7
生物物理学特論第二    Biophysics Ⅱ                                  2
物理学特別講義第一    Advanced Topics in Physics Ⅰ                  2
物理学特別講義第二    Advanced Topics in Physics Ⅱ                  2
                                                               Neutron is an important and unique probe for studies on materials
                                                               structure and dynamics (ex, hydrogen materials). In this lecture, the
物理学特別講義第三    Advanced Topics in Physics Ⅲ                  2   fundamentals of neutron scattering, present status of the neutron
                                                               facilities in the world and the forefront of neutron sciences will be
                                                               introduced.
                                                               This is a lecture course in which elementary aspects of string theory
                                                               are explained. The topics includes quantization of strings, branes,
物理学特別講義第四    Advanced Topics in Physics Ⅳ                  2   recent developments associated with the duality between string theory
                                                               and gauge theories, etc. Basic facts in gauge theories, supersymmetry,
                                                               higher-dimensional theories, blackhole physics are briefly reviewed.
土木工学専攻       Civil Engineering
土木工学論文研修第一   Master's Research Ⅰ                           6                                                                              *
土木工学論文研修第二   Master's Research Ⅱ                           6                                                                              *
都市水循環        Urban Hydrology                               2
河川維持管理論      Engineering Management of River Basin         2
応用流体力学       Applied Fluid Dynamics                        2
有限要素法        Finite Element Method                         2
応用力学         Applied Mechanics                             2
離散選択モデル      Discrete choice model                         2
交通制御         Traffic Control                               2
都市交通環境解析論    Analysis of Urban Transport and Environment   2
海岸水理学        Coastal Hydraulics                            2
海岸工学トピックス    Topics in Coastal Engineering                 2
                                                               The finite element method is one of the powerful and useful tools to
計算力学         Computational Mechanics                       2   solve many practical engineering problems. The basic theory and
                                                               application of the finite element method in linear problems are taught.
                                                               The computational fluid dynamics (CFD) is becoming powerful and
                                                               useful tool to solve many practical flow problems in accordance with
計算流体力学       Computational Fluid Mechanics                 2   the development of computer hardware and software. The theory and
                                                               application of CFD methods, such as finite different method, finite
                                                               volume method and finite element method are taught.
                                                               One of the most important uses of statistics in spatial management is
                                                               to forecast future economic/environmental conditions. In this course,
政策評価手法       Policy Evaluation Methods                     2   students will be able to design statistical analysis using econometrics.
                                                               The emphasis will be on practical application, and we will make
                                                               extensive use of computer software (R).
                                                               This course is designed to introduce students to the analysis of spatial
空間計量経済学      Spatial Econometrics                          2   data such as point pattern analysis, Kriging, spatial auto-correlation,
                                                               and spatial regression analysis etc. Bayesian approach is also




                                                                      Page 8
                                                                     The content of the lecture consists of the following three
                                                                     .(1)To understand flood flow hydraulics which gives external
                                                                     forces of river-course design. (2).To learn method of river course
洪水流の水理と河道設計           Flood Hydraulics and Channel Design        2
                                                                     design which aims at the harmonization between flood control and river
                                                                     environment.(3) To practice river course design
                                                                     on the basis of real flood flow data.
                                                                     Delivery of goods and services to markets and consumers depends on
                                                                     the provision of reliable highway and airport pavement systems.
                                                                     Through reading a textbook and some basic technical papers, this
                                                                     course focuses on such important types of structures and facilities,
道路舗装工学                Highway Pavement Engineering               2
                                                                     including advanced analytical and computational techniques, pavement
                                                                     mechanics, laboratory techniques, non-destructive testing, innovative
                                                                     design approaches and their implementation, construction, performance,
                                                                     maintenance and rehabilitation techniques.
                                                                     This lecture has to learn the characteristics of all kinds' material
材料科学論                 Materials Science                          2   employed as the construction material from the view point of micro to
                                                                     macro systematically.
                                                                     This lecture has to learn the solid continuum mechanics systematically
非線形力学                 Nonlinear Solid Mechanics                  2   such as mechanics of materials, elastic dynamics and mechanics of
                                                                     plasticity.
                                                                     Performance-based design for structures and limit state design. Design
土木設計工学(性能設計)          Performance-based Design                   2   optimality, system evaluation, LCC evaluation including maintenance,
                                                                     and introduction of accounting view to LCC.
                                                                     Mathematical basis of reliability-based structural design and its
土木設計工学(信頼性評価) Reliability Evaluation and Design                  2   applications relating to partial safety factors, quality controll, system
                                                                     reliability.
                                                                     Concepts of effective stress, failure criterion will be introduced
                                                                     first. Then , earth pressure acting on retaining wall, bearing capacity of
基礎の破壊と安定性             Failure and Stability of Earth Structure   2
                                                                     foundations and methods of slope stability analyses are discussed. Also,
                                                                     principle of soil improvement methods are discussed.
                                                                     The influence of lowering and rising of ground water table on ground
                                                                     behavior are discussed as a first topics of geoenvironmental problem.
地盤環境評価論               Geoenvironmental Assessment                2
                                                                     Then, state of soil contamination are introduced. Students will learn
                                                                     outline of investigation method and restoration
                                                                     Delivery of goods and services to markets and consumers depends on
                                                                     the provision of reliable highway and airport pavement systems.
                                                                     Through reading technical papers, this course focuses on such
                                                                     important types of structures and facilities, including advanced
交通施設工学                Transportation Facility Engineering        2
                                                                     analytical and computational techniques, pavement mechanics,
                                                                     laboratory techniques, non-destructive testing, innovative design
                                                                     approaches and their implementation, construction, performance,
                                                                     maintenance and rehabilitation techniques.




                                                                            Page 9
                                                                        It lectures on the actual state of distress manifestations, the
                                                                        mechanism of deterioration, the investigation and the examination, the
構造物の診断と維持補修   Structural Maintenance                                2   evaluation and the judgment, the repair and the life cycle cost which is
                                                                        the basic technology which is necessary for the diagnosis of the
                                                                        concreteof this lecture is to provide some methods of numerical
                                                                        The aim structures.
                                                                        simulations for nonlinear mechanical behavior of solids. For quasi-static
                                                                        equilibrium problems of nonlinear elastic materials, theories and
                                                                        discretization methods for nonlinear finite element methods as well as
                                                                        nonlinear solution methods are described with a view to their
                                                                        implementation to computer programs. First, the nonlinear problems are
                                                                        classified into several types and boundary value problems are
                                                                        formulated for quasi-static equilibrium problems. Then, the relevant
                                                                        constitutive equations and equilibrium equations are separately
計算固体力学        Computational Solid Mechanics                         2
                                                                        discretized, the essence of the nonlinear finite element methods is
                                                                        presented. Next, solution methods of nonlinear equations are reviewed;
                                                                        in particular, the numerical algorithms of Secant method, Newton-
                                                                        Raphson method and incremental methods are described in details.
                                                                        Finally, the way to implement these algorithms into our own computer
                                                                        programs by using Matlab or Octave available in our PC’s. Several sets
                                                                        of homework to perform the computer implementations are required for
                                                                        the credit.
                                                                        Based on the summary of the basic physics and mathematics, the
                                                                        fundamental ideas and applications of continuum mechanics are
                                                                        explained.
                                                                        The fundamental ideas include the reconstruction of structure
連続体力学         Continuum Mechanics                                   2
                                                                        mechanics in the framework of continuum mechanics, and applications
                                                                        are failure problems and wave propagation problems.
                                                                        A new viewpoint based on analytical mechanics is given to continuum
                                                                        mechanics.
                                                                        (1) To learn mechanism of sediment transport in the river. (2)To learn
                                                                        river process and bed variation associated with scouring and deposition
                                                                        at the bank and bed on the basis of observed river data.(3) To
土砂移動と河川災害     Sediment Transport and Disaster Reduction in Rivers   2
                                                                        understand the mechanical causes why bank and bed variation led to
                                                                        river disaster and to learn the coputatin method of
                                                                        bed variation and bank erosion.
                                                                        The Global climate change, population growth and industrial
                                                                        development will significantly impact the water resource management.
                                                                        Water problems strongly depend on the geological, economical and
                                                                        cultural situation. In any situation, we need to establish the paradigm
都市水代謝システム     Water Metabolic System in Urban Catchment Area        2
                                                                        including the integrated water resource development, wise and efficient
                                                                        use of water, and decentralized water metabolic system. In this
                                                                        lecture, the concept and supporting technologies of the new water
                                                                        metabolic system are discussed.




                                                                              Page 10
地盤動力学                  Dynamic geomechanics                                                 2
                                                                                                World famous classic text book "Theory of Elasticity" by Timoshenko
Theory of Elasticity   Theory of Elasticity (Timoshenko)                                    2   will be studied with two goals in mind; Improving technical English
                                                                                                comprehention and understanding of basic theory of elasticity.
地盤動力学特論1               Soil Dynamics 1                                                      2
地盤動力学特論2               Soil Dynamics 2                                                      2
                                                                                                This lecture is the introduction of the social scientific approaches for
                                                                                                the urban and regional management. Followings are the three main
                                                                                                parts.

都市マネジメント               Urban Management                                                     2   1. Economics: Japanese economy, Public finance, and Taxation
                                                                                                2. Politics: Local governments and the city management, especially for
                                                                                                the “Participation by residents”

                                                                                                3. Accounting: PFI(Private Finance Initiative) and other financial
                                                                                                schemes for the public investments
輸送システム                 Transport Systems                                                    2
都市環境特別講義第一             Special Lecture on Civil and Environmental Engineering I             2
都市環境特別講義第二             Special Lecture on Civil and Environmental Engineering II            2
                                                                                                In this class, dynamics, formulation and modeling for environmental
                                                                                                phenomena will be discussed. Topics include density flow, heat
                                                                                                transport, open channel flow, turbulence mixing, and sediment-transport
都市環境特別演習第一             Exercises on Civil and Environmental Engineering I                   2
                                                                                                in rivers. Fundamentals knowledge of differential and integral calculus,
                                                                                                dynamics, fluid dynamics and thermodynamics are required for this
                                                                                                class.
都市環境特別演習第二             Exercises on Civil and Environmental Engineering II                  2
精密工学専攻                 Precision Mechanics
精密工学論文研修第一             Master's Research Ⅰ                                                  6                                                                              *
精密工学論文研修第二             Master's Research Ⅱ                                                  6                                                                              *
                                                                                                This full-year course deals with the continuum mechanics and the
                                                                                                tensor analysis. In the first half of the course, the lecture on the
                                                                                                fundamentals of the tensor analysis is given, and the mathematical
                                                                                                tools for describing the theory of the continuum mechanics are
流体工学特論                 Applied Engineering                                                  4
                                                                                                presented. In the last half of the course, the basic concept of the
                                                                                                continuum mechanics is discussed, that is, stress, strain, constitutive
                                                                                                equations etc. As specific examples of constitutive equations, those of
                                                                                                a linear elastic body and of a Newtonian fluid are derived.
                                                                                                In the series of lectures, I would like to introduce several research
情報ナノシステム特論             Nanotechnology R&D for Future Information & Communication Networks   2   topics in the field of nano-technologies that have close connection
                                                                                                with the future information technologies.
                                                                                                Basic principles of nonlinear programming and optimal control methods
                                                                                                are studied. The course mainly consists of steepest descent method,
制御工学特論                 Advanced Control Theory                                              2
                                                                                                variational method and optimal control theory based on Pontryagin’s
                                                                                                maximum principles.




                                                                                                      Page 11
                                                               This course deals with the following topics after the introduction of
                                                               Intelligent Machining in manufacturing system: Design & Evaluation of
                                                               Manufacturing System; Production Management System including
                                                               process planning and scheduling systems; Automated Production
加工学特論第一        Advanced removal processing I               2   System including transfer lines and flexible manufacturing systems;
                                                               Machining facilities including AGV, storage, set-ups and human
                                                               interfaces; Information System including throughput, in-process
                                                               inventory and meeting production commitments ; Manufacturing System
                                                               For Environment; Manufacturing System For Society/Culture.
                                                               This course deals with the following topics after the introduction of
                                                               Removal Processing for nanostructures in motion: Micro Electro
加工学特論第二        Advanced removal processing II              2   Mechanical Systems; System architecture in micro-systems; Parallel-
                                                               plate capacitive micro-actuator; Torsion capacitive micro-actuator;
                                                               Integrated tips, probes and grippers; Nanometer-scale manipulators.
                                                               This lecture deals with fundamentals of MEMS (micro electro
                                                               mechanical systems). The first parts of this lecture will deal with micro
                                                               fabrication techniques such as photolithography, etching, and
マイクロシステム特論第一   Advanced Microelectromechanical Systems I   2
                                                               deposition. The second parts will deal with micro sensors and
                                                               actuators. Then the scale effects of micro structures are discussed for
                                                               suitable design of micro devices.
マイクロシステム特論第二   Advanced Microelectromechanical Systems Ⅱ   2
機械力学特論第一       Applied Engineering Dynamics Ⅰ              2
機械力学特論第二       Applied Engineering Dynamics Ⅱ              2
ロボット工学特論       Advanced Robotics                           2
固体力学特論第一       Solid Mechanics Ⅰ                           2
固体力学特論第二       Solid Mechanics Ⅱ                           2
                                                               Productive Design -1
                                                               Design theory and technologies that takes “Mono-zukuri;
                                                               manufacturing and production“ into consideration to attain good
                                                               product with lower cost, better quality and shorter delivery time will be
                                                               instructed. This approach is getting popular at excellent manufacturing
生産性設計法特論第一     Design Methodology for Productivity Ⅰ       2
                                                               companies. The subjects will cover Cost Engineering, Value Engineering,
                                                               Quality Function Deployment (QFD), Design for Assembly (DFA), etc.
                                                               Basic theory of these subjects and the latest practical Design
                                                               Evaluation tool for DFA that are being utilized at leading companies will
                                                               be taught and practiced.
生産性設計法特論第二     Design Methodology for Productivity Ⅱ       2
アクチュエータ工学特論    Advanced Actuator Engineering               2
バイオメカトロニクス特論   Advanced Biomechatronics                    2




                                                                     Page 12
                                                                         Fracture accidents of machines and structures occur frequently in
                                                                         various fields even in this period with high
                                                                         technologies. Understanding of resistances of material
材料強度学特論第一           Strength and Fracture of Materials Ⅰ             2
                                                                         against fractures, that is, strength properties of materials is very
                                                                         important to prevent machines and structures from fracture accidents.
                                                                         Mechanical factors related to fracture will be lectured.
材料強度学特論第二           Strength and Fracture of Materials Ⅱ             2
                                                                         How do global environmental systems work, and how are human
                                                                         activities disturbing them ? During this course you will learn and
                                                                         understand from biology, natural and industrial ecology such as how the
生産環境工学特論第一          Ecologically Conscious Manufacturing Ⅰ           2
                                                                         industrial ecology is being shaped up during the last Industrial
                                                                         Revolution. Also we will discuss how the environmental issue of
                                                                         industrial products can be solved.
生産環境工学特論第二          Ecologically Conscious Manufacturing Ⅱ           2
                                                                         Sensing is important for many mechanical devices and applications,
                                                                         from advanced machines such as robots to common ones such as
                                                                         home appliances. In this class, we will learn mainly two important topics:
センシング特論第一           Sensing Ⅰ                                        2
                                                                         basic optics that is necessary to realize many sensing abilities, e.g.,
                                                                         image measurement, and three-dimensional image measurement that is
                                                                         widely used for intelligent robots.
センシング特論第二           Sensing Ⅱ                                        2
                                                                         It is important not only to reduce noise but also to create comfortable
                                                                         sound for high-quality products. This course covers basic theories and
                                                                         applications of acoustic for comfortable sound design, signal processing
音響システム特論第一          Acoustic Systems Ⅰ                               2   for modal analysis, experimental techniques for acoustic sensing and
                                                                         numerical simulations. Several kinds of sound quality evaluations and
                                                                         acoustic characteristics of internal and/or external sound space are
                                                                         also introduced by case studies.
音響システム特論第二          Acoustic Systems Ⅱ                               2
                                                                         The subject of this lecture is acquisition of various analytical methods
                                                                         of heat transfer problems, especially, thermal conduction problems.
                                                                         And, those analytical methods are classified into mathematical and
熱移動工学特論第一           Advanced Course of Heat Transfer Engineering Ⅰ   2
                                                                         numerical solutions, respectively. Moreover, the thermal conduction
                                                                         problems with phase change and with temperature-dependence of
                                                                         thermophysical properties also become the object of this lecture.
熱移動工学特論第二           Advanced Course of Heat Transfer Engineering Ⅱ   2
                                                                         Solid modeling that deals with shape information required to represent
生産情報システム特論第一 Computer Systems for Manufacturing Ⅰ                    2
                                                                         mechanical products in computer will be discussed.
生産情報システム特論第二 Computer Systems for Manufacturing Ⅱ                    2




                                                                               Page 13
                                                                             This course explores programing and control in Flexible Manufacturing
                                                                             Cell System. Topics include the use of experimental manufacturing
                                                                             design and processing to understand manufacturing process physics.
フレキシブル生産セルシステム演習 Exercise in Flexible Manufacturing Cell System          2   Numerical Control as well as Programmable Logic Control are covered
                                                                             in various forms of programing in Flexible Manufacturing Cell System.
                                                                             Application contexts include Overwrite Control, Torque monitoring, 5th
                                                                             Axises Control and Intelligent Machining Control.
                                                                             High-quality mechanical products are manufactured by computer-
                                                                             integrated manufacturing system. This course covers basic theories
                                                                             and applications of three-dimensional computer-aided design and
                                                                             computer-aided engineering for calculating eigenvalues and
計算機統合生産演習                Exercise on Computer Integrated Manufacturing   2
                                                                             eigenvectors using structural finite element analysis. Response
                                                                             simulation by external static or dynamic loads and structural
                                                                             modification based on sensitivity analysis are also carried out by high-
                                                                             end commercial software.
                                                                             This course introduces basic topics of human interfaces, and human-
                                                                             machine interaction. Topics include modeling of human, design of
                                                                             interactive systems, and evaluation methods. Recent research trends
                                                                             are also presented. Students are required to survey recent topics and
ヒューマンインタフェース特論第一 Human Interface I                                       2
                                                                             make presentations in this lecture.
                                                                             Here are key words of this lecture: human interface, human-computer
                                                                             interaction, human-robot interactive communication, computational
                                                                             intelligence.
                                                                             This course introduces basic topics of "intelligent environments" and
                                                                             human interface in intelligent environments.
                                                                             Topics include design of intelligent environments, fundamental functions
                                                                             to realize an intelligent environment, and its applications.
ヒューマンインタフェース特論第二 Human Interface II                                      2   Recent research trends are also presented. Students are required to
                                                                             survey recent topics and make presentations in this lecture.
                                                                             Here are key words of this lecture: intelligent environmemts, ubiquitous
                                                                             environment, human interface in such environments, human assists
                                                                             based on intelligent enviornments.
                                                                             This course provides science students with the step-by-step
                                                                             processes of research and writing needed for success in academic
                                                                             work. The course consists of 15 units, including a model research
                                                                             paper, how to select topics, plagiarism prevention, essential paper
Academic Writing         Academic Writing                                2                                                                              *
                                                                             components, and proof-reading. Each unit introduces the skills, models
                                                                             skills, practice skills, asks students to apply the skills to their own
                                                                             research papers, provides a checklist, and includes a quick quiz to
                                                                             check their understanding.




                                                                                   Page 14
                                                                                    This course aims to help students who are studying engineering,
                                                                                    science, or other related fields learn practical presentation skills
                                                                                    through science-based topics. It deals with presentation preparation,
英語プレゼンテーション入門 Introduction to presenting science in English                     2   which gives students a proper grounding on the basics of giving a            *
                                                                                    presentation, practice in technical English vocabulary and grammatical
                                                                                    structures. The students are finally requested to deliver their own
                                                                                    presentation. Their results are used to evaluated their skills.
電気電子情報通信工学専攻            Electrical, Electronic, and Communication Engineering
電気電子情報通信工学論文研修第一        Master's Research Ⅰ                                     6                                                                                *
電気電子情報通信工学論文研修第二        Master's Research Ⅱ                                     6                                                                                *
                                                                                    Nowadays, huge amount of information is treated by computer, and
                                                                                    such treatments can be achieved by the progress of algorithms (the
                                                                                    base of computer software). This lecture discusses basic theories and
アルゴリズム設計特論              Algorithm Design                                        2   techniques for the design and analysis of algorithms for combinatorial
                                                                                    problems. It includes methods to design algorithms, lower bounds of
                                                                                    computation, unsolvable and intractable problems, and approximation
                                                                                    algorithms.
                                                                                    Lectures on Architecture, Software, and Software Development
並列システム設計特論              System and Software Design for Parallel Architectures   2   Environment for Multicore Processors, and Design and Verification for
                                                                                    Embedded Systems
知能情報制御特論                Intelligent Control                                     2
                                                                                    In the computer-aided design of electronic circuits, circuit simulation is
                                                                                    one of the most central tasks. In this lecture, we study the advanced
回路シミュレーション特論            Circuit Simulation                                      2   methods and techniques which are used in recent circuit simulation.
                                                                                    Especially, we study various numerical methods for solving nonlinear
                                                                                    circuits.
                                                                                    Mobile computing is an emerging concept based on mobile
                                                                                    communications and internet. This lecture presents service concept,
                                                                                    system configuration, basic technologies regarding mobile computing.
モバイルコンピューティング特論 Mobile Computing                                                2   Technologies include network, access and protocol for the wireless
                                                                                    systems such as cellular system and wireless LAN. Mobile internet is
                                                                                    the another technology for providing the mobile computing and recent
                                                                                    technologies will presented in this lecture.
ニューラルネットワーク特論 Neural Networks                                                   2
                                                                                    A simple 16bit RISC microprocessor is designed using HDL. Both the
マイクロプロセッサ特論             Microprocessors                                         2
                                                                                    technique of HDL and knowledge of the microprocessor can be learned.
アーク現象工学特論第一     Arc Phenomena Technology Ⅰ                                      2
アーク現象工学特論第二     Arc Phenomena Technology Ⅱ                                      2
ロボット工学・知能システム特論 Robotics and Intelligent Systems                                2
知的センシング工学特論     Intelligent Sensing Systems                                     2
                                                                                    This class will show a practice of control engineering, including
システム制御特論                Systems and Control                                     2
                                                                                    modeling, design, and implimentation.




                                                                                          Page 15
                                                                                 It will be lectured in this class that the invent of micro-computer
ディジタル制御特論                    Digital Control                                 2   affected the AI type control, including table-look-up, Fuzzy, Neural and
                                                                                 distributed control.
                                                                                 It is essential for engineers to understand the fundamental properties
                                                                                 of materials because electronic and optical devices have been
                                                                                 developed by fully utilizing them.
                                                                                    This course treats the fundamentals of solid-state physics. First, the
基礎物性工学特論                     Advanced Solid-State Physics and Technology     2   structures and the symmetric properties of materials are presented.
                                                                                 Second, the behaviors of atoms and electrons in solids are described,
                                                                                 which can explain the macroscopic properties of solids. The physical
                                                                                 properties of metals, semiconductors, and insulators are then
                                                                                 considered with some practical examples.
半導体物性工学特論                    Advanced Semiconductor Physics and Technology   2
非線形物性特論                      Nonlinear Devices                               2
非線形電子回路特論                    Nonlinear Electronic Circuits                   2
                                                                                 LSIs and their base technology elements such as the specification,
集積回路技術特論                     Integrated Circuit Technology                   2   synthesis, circuit design, process, layout, fabrication, test and reliability
                                                                                 are described.
                                                                                 Circuit design methodology of MOS analog circuits is instructed. The
                                                                                 main thema is the operational amplifier which is frequently designed and
LSI回路設計特論                    LSI Circuit Design                              2
                                                                                 used in LSIs and its phase compensation thechnique to keep the
                                                                                 feedback circuit stable.
                                                                                 The problem of solving systems of nonlinear equations is an important
                                                                                 problem that appear in various fields of science and engineering,. In
                                                                                 this lecture, we study various numerical methods for solving nonlinear
非線形システム解析特論                  Analysis of Nonlinear Systems                   2
                                                                                 equations, Especially, we study homotopy methods, piecewise-linear
                                                                                 analysis, and interval analysis from the viewpoints of global
                                                                                 convergence and finding all solutions.
回路・ネットワーク・システム特論 Topics in the Theory of Circuits, Networks and Systems      2
                                                                                 Due to the progress of micro-technologies, a whole system can be
                                                                                 implemented on a single LSI (Large Scale Integrated circuit). Hence,
システムVLSI設計特論                 System VLSI Design                              2
                                                                                 system designers must know the foundations and methodologies of the
                                                                                 LSI design. This lecture discusses basic hardware alg
グラフとネットワーク特論                 Topics in the Theory of Graphs and Networks     2
                                                                                 Error-correcting codes are used to improve reliability of
                                                                                 communications or memory devices. It is indispensable to the modern
符号理論特論                       Topics in Cryptology                            2   IT society. Coding theory is the construction theory of error-
                                                                                 correcting codes. In this lecture, we discuss coding theory from its
                                                                                 fundamentals to advanced construction methods with their applications.




                                                                                       Page 16
                                                                                Based in the basic undergraduate level knowledge of Electromagnetics,
                                                                                this course continues to explore the electromagnetic filed deeper.
                                                                                Starting from Maxwell's equations, we will study the field behavior and
電磁気学特論              Advanced Electromagnetics                               2
                                                                                field interaction. It would be preferable that students already have
                                                                                knowledge of vector and complex analyses, if they want to register this
                                                                                course.
                                                                                This course will be held to acquire the knowledge of electromagnetic
                                                                                wave propagation for wireless communication systems. Base station
電磁波工学特論             Advanced Electromagnetic Wave Engineering               2   installation for cellular phone networks, fading phenomena, multipath
                                                                                scattering, reflection, transmission, diffraction will be explained through
                                                                                the high frequency asymptotic ray method.
                                                                                This course presents an elementary-level description of the Wiener-
電磁理論特論第一            Electromagnetic Fields and Waves Ⅰ                      2
                                                                                Hopf technique with applications to electromagnetic wave problems.
                                                                                This course presents an advanced-level description of the Wiener-Hopf
電磁理論特論第二            Electromagnetic Fields and Waves Ⅱ                      2
                                                                                technique with applications to electromagnetic wave problems.
知能機械行動学特論    Intelligent Mechanics Behavior                                 2
人間機械協調システム特論 Human Machine Cooperative Systems                              2
                                                                                Plasma Processing is increasingly important recently, in particular in
                                                                                material processing such as Si LSI and FPD manufacturing and others.
                                                                                This lecture is focused on physics and technologies of plasma
                                                                                productions as well as its applications to material processing. In the
                                                                                first half of the lecture, the definition and properties of plasmas as well
プラズマ工学特論第一          Plasma Technology Ⅰ                                     2
                                                                                as the interaction with the electromagnetic wave are systematically
                                                                                lectured. In the second half, the sheath theory, which is important in
                                                                                plasma applications for material processing, is comprehensively studied.
                                                                                High frequency plasma production methods are also focused on with
                                                                                particular interests of basic plasma properties.
                                                                                Plasma Processing is increasingly important recently, in particular in
                                                                                material processing such as Si LSI and FPD manufacturing and others.
                                                                                This lecture is focused on physics and technologies of plasma
                                                                                productions as well as its applications to material processing. In the
プラズマ工学特論第二          Plasma Technology Ⅱ                                     2   first half of the lecture, the definition and properties of plasmas as well
                                                                                as the interaction with the electromagnetic wave and production
                                                                                method of high frequency plasmas are lectured. In the second half,
                                                                                ULSI processes such as dry etching and sputter CVD are focused on
                                                                                as typical applications of high frequency plasmas.
                                                                                Electric devices are composed of various materials. In this lecture, you
                                                                                can learn physical, electrical and chemical properties of materials used
                                                                                in electric devices and recommended to take the other lecture given in
電気電子材料工学特論第一        Advanced Study of Electric and Electronic Materials Ⅰ   2
                                                                                the 2nd semester as well. An English text book is used, and most of the
                                                                                technical terms will be explained in English though the lecture will be
                                                                                given basically in Japanese.




                                                                                      Page 17
                                                                           This lecture is a continuity of the electric and electronic materials
                                                                           course given in the 1st semester. You can learn consistent knowledge
電気電子材料工学特論第二   Advanced Study of Electric and Electronic Materials Ⅱ   2   of materials used in electric devices by taking these two courses. You
                                                                           will be more familiar with technical English through reading the text and
                                                                           doing exercises in English.
                                                                           Information storage is one of the fundamental technologies to realize
                                                                           the IT world. Magnetic, semiconductor, optical and some other
情報記録特論第一       Information Storage Technology Ⅰ                        2   technologies are currently used. In this lecture, the magnetic recording
                                                                           which is the major storage technology will be explained covering from
                                                                           the basics to applications including the future possibilities.
情報記録特論第二       Information Storage Technology Ⅱ                        2
                                                                           Optoelectronics has been dramatically developed since the invention of
                                                                           the laser in 1960, and now is one of the most important technical fields.
                                                                           Its state-of-the-art technology on the generation and control of light
                                                                           has made it possible to realize a wide variety of new products, the
光エレクトロニクス特論    Advanced Lectures on Optoelectronics                    2
                                                                           processes of which are based on thorough understanding of the
                                                                           fundamental properties of light. This course starts from the
                                                                           fundamental theories of light as electromagnetic waves, then considers
                                                                           the properties and behaviors of the laser light under various conditions.
                                                                           This course provides basic engineering mathematics required for signal
信号処理特論         Advanced Signal Processing                              2   processing and fundamentals on linear/nonlinear signal processing,
                                                                           adaptive signal processing and pattern recognition.
                                                                           This course provides fundamental image/video processing techniques
映像メディア工学特論     Image and Video Processing                              2   and widely introduces their applications for image recovery, pattern
                                                                           recognition and video analysis/compression.
先端技術特別講義       Special Lectures on Advance Technologies                2
                                                                           We will survey intelligent systems which are formed as fusions of IT
                                                                           and ET in the fields of Robotics, Intelligent Spaces, Smart Grid, Smart
先進研究特別講義第一     Special Advanced Research Topics Ⅰ                      2   City, and etc. According to the surveys we will pick up problems and
                                                                           make some potential scenarios as research topics. The skill of surveys,
                                                                           discussion and presentations will be trained through this class.
                                                                           We will survey intelligent technologies which extend human capabilities
                                                                           in the fields of Interface and Learning. According to the surveys we will
先進研究特別講義第二     Special Advanced Research Topics Ⅱ                      2   pick up problems and make some potential scenarios as research
                                                                           topics. The skill of surveys, discussion and presentations will be trained
                                                                           through this class.
応用化学専攻         Applied Chemistry
応用化学論文研修第一     Master's Research Ⅰ                                     6                                                                                *
応用化学論文研修第二     Master's Research Ⅱ                                     6                                                                                *
合成高分子化学特論      Advanced High Polymer Chemistry                         2
機能性高分子化学特論     Advanced Functional Polymer Chemistry                   2




                                                                                 Page 18
                                                         First, the basic data of atmosphere, hydrosphere, geosphere, and
                                                         bioshpere are summarized for the understanding our common earth
環境化学特論       Advanced Environmental Chemistry        2   from the viewpoint of chemistry. In addition, various environmental
                                                         issues such as global warming, water and soil pollution, waste treatment
                                                         etc. are discussed with relation to human activities.
                                                         Environmental conditions and organisms including human beings are
                                                         strongly correlated. We have the ability to keep homeostasis of our
                                                         body which is important for our survival. Big change in environmental
                                                         conditions such as atmosphere, hydrosphere, and lithosphere affects
環境医科学特論      Environmental Medical Sciences          2
                                                         living conditions surrounding us, and raises health disorders when it go
                                                         over our corresponding capacity. In this class relationship between
                                                         human health and wide variety of environment factors from global scale
                                                         to daily life will be discussed.
                                                         advanced Instrumental Analysis Ⅱ

                                                         In order to clarify the dynamic cycling of trace elements in environment
                                                         and the role of trace elements in biological system, tarace analysis is
機器分析化学特論第一   Advanced Instrumental Analysis Ⅰ        2
                                                         required. For trace analysis, mass spectrometry is one of the most
                                                         important techniques. This lecture will present fundamentals and
                                                         applications of mass spectrometry.
機器分析化学特論第二   Advanced Instrumental Analysis Ⅱ        2
                                                         The aim of this class is understanding organic reaction mechanism
有機反応化学特論     Advanced Organic Reactions              2
                                                         more detail than undergraduate level through the exercises of textbook.
                                                         In the first half series of the lectures, fundamental concepts of atomic
                                                         clusters will be introduced by reviewing their specific characters such
                                                         as the cluster-size effects, the many-body effects, etc. discovered in
                                                         the genesis period of the cluster science. Subsequently, the most
ナノ物理化学特論     Advanced Nanoscale Physical Chemistry   2   frontier research on the clusters will be shown in order to demonstrate
                                                         the potential of the clusters towards genesis of new functions and
                                                         application based on the cluster materials. Throughout the lectures,
                                                         the ways to find and fix problems in the research processes will be
                                                         presented.
                                                         The goal of the class is to learn quntum chemistry through several
計算機化学特論      Advanced Computational Chemistry        2   examples. Every student has a chance to do molecular orbital
                                                         calculations as exercises using computer facilities.
生化学特論        Advanced Biochemistry                   2
                                                         Outline of Advanced Biotechnology: gene engineering, protein
                                                         engineering, sugar chain engineering, cell fusion, immobilization of
生物工学特論       Advanced Biotechnology                  2
                                                         biomolecules, screening and culture techniques, developmental
                                                         engineering, biodiversity, and bioethics




                                                               Page 19
                                                                    Transition metal complexes can promote or catalyze various organic
                                                                    transformations which cannot be performed by using common organic
                                                                    reagents. In this lecture, following a survey of principles of
有機金属化学特論第一    Advanced Organometallic Chemistry Ⅰ               2   organometallic chemistry, synthesis, structures, and reactivities of
                                                                    multinuclear organometallic complexes and clusters are discussed.
                                                                    Then a series of organic reactions catalyzed by organometallic
                                                                    complexes are explained mainly from a mechanistic point of view.
有機金属化学特論第二    Advanced Organometallic Chemistry Ⅱ               2
                                                                    This lecture focuses particularly on the “Soft Surface/Interface” in the
                                                                    field of surface (interfacial) chemistry. Solution properties of
                                                                    surfactants and their applications are the main target of the lecture.
                                                                    The surfactant applications in daily life and industrial processes which
                                                                    are quite familiar with the audience are taken for examples. The
表面化学特論        Advanced Surface Chemistry                        2   scientific and/or technological backgrounds for the above applications
                                                                    are explained. The brief contents of the lecture are i) the origin of
                                                                    surface (interfacial) tension, ii) what is surface activity, iii) basic
                                                                    properties of surfactant (adsorption and aggregation), iv) adsorption and
                                                                    its related phenomena and applications, v) aggregation and its related
                                                                    phenomena and applications.
構造化学特論        Advanced Structural Chemistry                     2
                                                                    The purpose of the lecture is to understand gene expression and DNA
                                                                    metabolism, including DNA replication, repair and recombination, as well
生命科学特論        Selected Topics from Life Science                 2   as cell fate, such as cell proliferation, differentiation, cell death and
                                                                    transformation. In addition, regenerative medicine and DNA metabolism-
                                                                    related diseases will be presented.
化学プロセス特論      Advanced Topics on Chemical Process Engineering   2
化学流体力学特論      Chemical Fluid Dynamics                           2
無機固体化学特論第一    Advanced Solid State Chemistry Ⅰ                  2
無機固体化学特論第二    Advanced Solid State Chemistry Ⅱ                  2
超臨界流体工学特論第一   Advanced Supercritical Fluid Technology Ⅰ         2
                                                                    The various applications with supercritical fluids are to study in the
                                                                    course. The main topics are the progress of research developments,
超臨界流体工学特論第二   Advanced Supercritical Fluid Technology Ⅱ         2
                                                                    the controlling steps in chemical reactions, the formation of nano-
                                                                    materials, and supercritical fluid chromatography.
分子電気化学特論      Advanced Molecular Electrochemistry               2
                                                                    Molecular assembly, through intermolecular interaction, provides the
                                                                    means for integrating molecules into nanoscale structures. In addition,
                                                                    the structure and properties/functions can be controlled by molecular
分子集合体化学特論     Topics on Molecular Assembly Chemistry            2
                                                                    building blocks and their assemblies. Therefore, understanding this
                                                                    complex process of chemical synthesis, assembly, and measurement
                                                                    provides you a new perspective on the interdisciplinary science.
創薬学特論         Advanced Drug Discovery Science                   2




                                                                          Page 20
                                                                       Basis of spectroscopic and other physicochemical methods to analyze
生物物理化学特論           Advanced Biophysical Chemistry                  2
                                                                       structure and function of biomaterials
分光化学特論             Advanced Chemical Spectroscopy                  2
ソフトマター化学特論         Soft matereial chemistry                        2
生体機能化学特論           Biofunctional Chemistry                         2
                                                                       Methods for modern organic synthesis will be reviewed and
                                                                       discussed,particularly focusing on carbon-carbon bond formation,
先端有機化学特論           Topics in Advanced Organic Chemistry            2
                                                                       stereochemical control, functional group transformations, and functional
                                                                       group protection.
                                                                       Fundamental knowledge and latest development concerning
                                                                       environmental catalysts, especially automobile exhaust gas treatment
                                                                       catalysts, will be given. The subjects involved are equilibrium, rate and
応用化学特別講義第一         Special Topics in Current Applied Chemistry Ⅰ   2   catalysis in chemical reactions, adsorption and reaction on the surface
                                                                       of solid (heterogeneous) catalyst, redox and acid-base catalysts,
                                                                       preparation, characterization, material (metal, metal oxide, zeolite) and
                                                                       engineering of catalysts.
                                                                       A lecture on the pure and applied organosilicon chemistry is given and
応用化学特別講義第二         Special Topics in Current Applied Chemistry Ⅱ   2   also given on the general organometallic chemistry by an intensive
                                                                       course.
応用化学特別講義第三         Special Topics in Current Applied Chemistry Ⅲ   2
                                                                       The purpose of this lecture is to provide the students with the
                                                                       backgrounds to comprehend current research literature in bioinorganic,
                                                                       inorganic bioconjugate, and bio-inspired inorganic chemistries. For this
                                                                       purpose, principles of the static/dynamical behavior of metal ions in
応用化学特別講義第四         Special Topics in Current Applied Chemistry Ⅳ   2
                                                                       biological and abiological systems are presented. Recent developments
                                                                       in the study of oxidoreductases, non-redox enzymes, metal-ion
                                                                       homeostasis, artificial metalloproteins, and bioconjugates with
                                                                       nanoparticles are also presented.
経営システム工学専攻         Industrial and Systems Engineering
経営システム工学論文研修第一 Master's Research Ⅰ                                 6                                                                                 *
経営システム工学論文研修第二 Master's Research Ⅱ                                 6                                                                                 *
                                                                       In this lecture stochastic differential equations (SDE) are introduced in
                                                                       view of mathematical finance. In order to attain this aim we review
                                                                       fundamental concepts in probability theory such as a probability space,
応用システム特論第一         Systems Engineering Ⅰ                           2   random variables, conditional expectations, and learn Brownian motions,
                                                                       martingales and Ito stochastic integrals, which is the key of SDE. As a
                                                                       basic example we discuss the celebrated Black-Schoules formula
                                                                       where the prices of risky assets are modeled by the SDE.
                                                                       In this lecture semi-Markov risk models (SMRM) are introduced in view
                                                                       of finance, insurance and reliability. In order to atain this aim we review
応用システム特論第二         Systems Engineering Ⅱ                           2   fundamental concepts in probability theory such as a probability space,
                                                                       random variables, conditional expectations, and learn renewal theory,
                                                                       Markov chains, Markov renewal processes and semi-Markov processes.




                                                                             Page 21
ヒューマンメディア工学特論第一 Human Media Engineering Ⅰ                      2
ヒューマンメディア工学特論第二 Human Media Engineering Ⅱ                      2
                                                                   We learn mostly building probability models, their parameter estimation,
                                                                   properties of estimators, and others with real examples. In the class
                                                                   we sometimes use computer for estimating model parameters included
統計工学特論第一            Applied Statistics Ⅰ                       2   in constructed models for the data set. It is very helpful for
                                                                   understanding the statistical methods and algorithms. Throughout the
                                                                   computer exercise and simulation very complex statistical models can
                                                                   be handled without any difficulties.
                                                                   We learn statistical methods for data mining. Statistical model building
                                                                   for data mining is very difficult, and we need computer visualization
                                                                   techniques for very complex large data set that are very helpful for
統計工学特論第二            Applied Statistics Ⅱ                       2   extracting meaningful. We also learn these methods from the
                                                                   statistical viewpoint. Based on the mixture modeling we study how we
                                                                   can discriminate mixed populations with EM algorithm and other
                                                                   clustering methods for real data set.
経営管理特論第一            Topics in Management Science,Ⅰ             2
経営管理特論第二            Topics in Management Science,Ⅱ             2
                                                                   First I review the basic facts about conditional expectations.
                                                                   After, I discuss martingales, discrete stochastic calculus.
理財工学特論第一            Topics on Financial Engineering Ⅰ          2
                                                                   Finally, as an application, I give a lecture about derivative pricing in
                                                                   discrete Black Scholes model.
                                                                   First I reviw Brownian motion, Ito formula, stochastic differential
                                                                   equations, martingales, Kolmogorov equations and Feynman Kac
理財工学特論第二            Topics on Financial Engineering Ⅱ          2   formula. After that applying this stochstic calculus, I give alecture
                                                                   about derivative pricing in the Black Scholes model, including some
                                                                   exotic options.
ソフトウェア工学特論第一        Software Engineering Ⅰ                     2
ソフトウェア工学特論第二        Software Engineering Ⅱ                     2
知能システム工学特論第一        Intelligent Systems Engineering Ⅰ          2
知能システム工学特論第二        Intelligent Systems Engineering Ⅱ          2
開発生産工学特論第一          Development and Production Engineering Ⅰ   2
開発生産工学特論第二          Development and Production Engineering Ⅱ   2
                                                                   In this class, we discuss some topics related to operations research
                                                                   areas. This class covers basic theories and some important applications
OR特論第一              Operations Research Ⅰ                      2   of operations research. We mainly study mathemactical programmings
                                                                   such as linear programming, integer porgramming and semidefinite
                                                                   programming.
                                                                   In this class, we discuss some topics related to operations research
                                                                   areas. This class covers basic theories and some important applications
OR特論第二              Operations Research Ⅱ                      2
                                                                   of operations research. We mainly study combinatorial optimizations
                                                                   including graph, network problems and metaheuristics.
信頼性工学特論第一           Reliability Theory and Practice Ⅰ          2




                                                                         Page 22
信頼性工学特論第二             Reliability Theory and Practice Ⅱ                    2
                                                                               The basic theory for multivariate analysis, which includes the
経営情報数学特論              Applied Mathematics                                  2   regression analysis and principal component analysis, is lectured.
                                                                               Applications are also introduced.
時系列解析特論               Time Series Analysis                                 2
知能情報学特論第一             Advanced Topics in Intelligent Informatics Ⅰ         2   Advanced Topics in Intelligent Informatics (1)
知能情報学特論第二             Advanced Topics in Intelligent Informatics Ⅱ         2   Advanced Topics in Intelligent Informatics (2)
                                                                               The goal of this class is to acquire basic knowledge of financial
ファイナンス工学特論第一          Topics in Finacial Engineering,Ⅰ                     2   optimization models such as the mean-variance model and option
                                                                               pricing. The grade will be determined by assignment and attendance.
                                                                               The goal of this class is to acquire advanced methods for financial
                                                                               decision making, including multiperiod portfolio selection, robust
ファイナンス工学特論第二          Topics in Finacial Engineering,Ⅱ                     2
                                                                               portfolio models and discriminant analysis. The grade will be determined
                                                                               by presentation and homework.
                                                                               This curriculum aims to acquire a basic skill of corporate management
                                                                               and the necessity of the strategic thinking in the first half. Practicing
                                                                               study of the corporate management is done based on the hot issue
経営システム工学特別講義第一 Industrial and Systems Engineering Ⅰ                        2                                                                               *
                                                                               theme in an actual society in the latter half. Moreover, a basic
                                                                               presentation skill is lectured through the workshop. The workshop and
                                                                               presentation become preliminary experiences of a corporate intern.
                                                                               An introduction to financial engineering and computation in derivative
                                                                               pricing. The focus is the underlying theory and computational tools for
経営システム工学特別講義第二 Industrial and Systems Engineering Ⅱ                        2   pricing options and other derivatives. Topics include binomial lattice      *
                                                                               option pricing theory, Black-Scholes model, delta hedging, American
                                                                               options, with computer exercise on Excel and MATLAB.
経営システム工学特別講義第三 Industrial and Systems Engineering Ⅲ                        2
経営システム工学特別講義第四 Industrial and Systems Engineering Ⅳ                        2
情報工学専攻                Information and Systems Engineering
情報工学論文研修第一            Master's Research Ⅰ                                  6                                                                               *
情報工学論文研修第二            Master's Research Ⅱ                                  6                                                                               *
                                                                               Efficient algorithm design techniques for processing discrete structure
                                                                               information will be presented. We focus on the greedy algorithm, divide-
離散アルゴリズム              Discrete Algorithms                                  2   and-conquer and dynamic programming methods
                                                                               for problems which often arise in combinatorial optimization, graph and
                                                                               network algorithms, and computational geomery.
                                                                               Efficient approximation algorithm design techniques for NP-hard
                                                                               problems with discrete structures will be presented. We focus on the
                                                                               greedy algorithm, local search, linear programming and semi-definite
近似アルゴリズム              Approximation Algorithms for Discrete Optimization   2
                                                                               programming techniques for approximately solving NP-hard problems
                                                                               which often arise in combinatorial optimization, graph and network
                                                                               algorithms, and computational geomery.




                                                                                     Page 23
                                                                        In this course, we study the fundamental theory of NP-completeness.
計算基礎理論        Fundamental Theory of Computation                     2   Our text is Computers and Intractability - A Guide to the Theory of NP-
                                                                        Completeness by M. R. Garey and D. S. Johnson.
                                                                        In this course, we study application algorithms. This year, we are
アルゴリズム応用      Advanced Algorithms                                   2
                                                                        planning to study algorithm design techniques.
                                                                        Physical electronics principles, statistically distribution conduction,
                                                                        diffusion and drift of electrons and holes in silicon, energy bands in
                                                                        solids, potential distribution, junction diode theory; bipolar transistors
集積システム技術第一    Integrated Systems and Computers 1                    2
                                                                        theory; LSI fabrication process; LSI design (design rule, layout design,
                                                                        etc); reliability in LSIs; characteristics in MOS structure; drain currents
                                                                        conduction theory in MOSFET.
                                                                        CMOS analog circuits (miler current circuits, differential circuits, OP
                                                                        amps., various analog amplifier, etc); advanced CMOS digital circuits
                                                                        (high speed adders and multipliers); advanced CMOS LSI memories
集積システム技術第二    Integrated Systems and Computers 2                    2   (SRAM, DRAM, flash ROM); high speed digital circuit technology;
                                                                        dynamic power dissipation in LSI systems; leakage currents and stand-
                                                                        by power dissipation in LSI systems. reduction techniques of dynamic
                                                                        power and leakage currents in CMOS digital circuits.
                                                                        Numerical information processing is a methodology for numerical
                                                                        computations with symbolic analysis and symbolic computations.
                                                                        Fundamental programming techniques for numerical information
数値情報処理論第一     Numerical Information Processing 1                    2
                                                                        processing are introduced. Computational differentiation and interval
                                                                        computation are explained by means of C++ template and operator
                                                                        overloading techniques.
                                                                        Numerical information processing is a method for numerical
                                                                        computations with symbolic analysis and symbolic computations. With
                                                                        computational differentiation and interval computation, verification
                                                                        techniques to compute guaranteed accuracy in numerical results are
数値情報処理論第二     Numerical Information Processing 2                    2
                                                                        introduced. Advanced symbolical techniques for transforming programs
                                                                        to compute numerical values are explained in order to compute values
                                                                        with guaranteed accuracy for solving differential equations, finding
                                                                        optimizing values, etc.
                                                                        In this class for learning the essence of practical language-processing
                                                                        in artificial intelligence, students can master some fundamental
                                                                        knowledge and skills that reproduce an aspect of human intelligence
言語系人工知能デザイン   Artificial Intelligence Design for Language Systems   2   and reinforce its functions. The knowledge and skills include the ability
                                                                        for utilizing a psychological technique and that for development of
                                                                        semantic network, sentence generator, context-free grammar,
                                                                        syntactic parser, etc. Students' obligation is five-time reports and




                                                                              Page 24
                                                                                          In this class for learning the essence of practical application in artificial
                                                                                          intelligence, students can master some fundamental knowledge and
                                                                                          skills that reproduce an aspect of human intelligence and reinforce its
応用系人工知能デザイン                  Artificial Intelligence Design for Application Systems   2   functions. The knowledge and skills include the ability for development
                                                                                          of inference rule list, deductive inference system, inductive inference
                                                                                          system, large semantic network abstracted from the Trade White
                                                                                          Paper, etc. Students' obligation is five-time reports and optional
システムのモデリングと最適化特論第一 Advanced Theory of System Modelling and Optimization 1             2
システムのモデリングと最適化特論第二 Advanced Theory of System Modelling and Optimization 2             2
                                                                                          Cryptography and Authentication
                                                                                          In this course, we will start with basics f abstract algebra and
                                                                                          elementary number theory, then introduce principle and examples of
暗号と電子認証                      Theory of Cryptography and Authentation                  2
                                                                                          public key cryptosystems and secret key cryptosystems.
                                                                                          The second part will deal with digital signature, authentication and
                                                                                          other secure protocols and their applications.
                                                                                          Advanced Media Information Processing
                                                                                          This course will choose one topic each year of media information
                                                                                          processing.
メディア情報処理特論                   Topics in Media Information Processing                   2
                                                                                          The area of the topics include mathematical modeling of human
                                                                                          perception, color science and engineering,
                                                                                          3D images, contents representation, retrieving and recognition.
コンピュータ設計特論第一                 Advanced Theory of Computer Design 1                     2
コンピュータ設計特論第二                 Advanced Theory of Computer Design 2                     2
                                                                                          This class will provide technological information on computer graphics
コンピュータグラフィックスとバーチャルリアリティ     Computer Graphics and Virtual Reality                    2   (CG) and virtual reality (VR). Also through projects students will create
                                                                                          contents of CG and/or VR.
                                                                                          This class will provide knowledge of information on scientific and
システム解析と可視化                   System Analysis and Visualization                        2   information visualization. Also through projects students create
                                                                                          contents of visualizatoin about typical examples.
                                                                                          The purpose of this class is to provide an introduction to game
社会と技術の数理                     Mathematics of Technology and the Social Sciences        2   theoretic modeling, focusing on ordinary board game, non-cooperative
                                                                                          game, cooperative game, and some applications.
                                                                                          The aim of the course is to introduce methods, algorithms, and solution
組合せ最適化特論                     Advanced Theory of Combinatorial Optimization            2
                                                                                          procedures that are used to solve discrete optimization problems.
                                                                                          This course covers basic principles to use spatial information which is
空間情報処理                       Spatial Information Processing                           2
                                                                                          digital map data, national census data, and so on.
                                                                                          This course covers the following topics: (1) analysis on traffic networks,
                                                                                          (2) evaluation of road patterns, (3) distribution of population, (4)
都市空間モデリング                    Urban Modelling                                          2
                                                                                          location-allocation models, (5) spatial interaction models, (6) traffic
                                                                                          demand forecasting, (7) disaggregate behavioral model.
暗号理論特論                       Topics in Coding Theory                                  2




                                                                                                Page 25
                                                                                            This course offers a general introduction to the concepts and
                                                                                            mechanisms to implement operating systems. Among the topics
                                                                                            covered will be process management, processor scheduling, process
オペレーティングシステム特論第一                 Advances in Operating Systems 1                        2
                                                                                            synchronization, inter-process communication, deadlocks, main-
                                                                                            memory management, virtual memory management, file-system
                                                                                            structure and implementation and protection and security.
オペレーティングシステム特論第二                 Advances in Operating Systems 2                        2   This course offers advanced topics of operating systems.
                                                                                            First, we study the definitions of security for cryptographic schemes
                                                                                            and their realizations, which form the foundations of modern
                                                                                            cryptography. Next, we study the methods of constructions of
                                                                                            cryptographic protocols such as electronic voting systems. Finally, we
情報セキュリティ技術                       Information Security Technology                        2
                                                                                            study the BB84 quantum key distribution protocol, and then study the
                                                                                            basic constructions and operating principle of quantum computers for
                                                                                            the purpose of understanding Shor’s quantum algorithm for prime
                                                                                            factorization.
                                                                                            Unauthorized access containing Malware propagation is activated and
                                                                                            causes a lot of damage. This course is focused on basic network
ネットワークセキュリティ                     Network Security                                       2   security technologies such as security of network architecture and
                                                                                            security of network application, which ensure secure information
                                                                                            technology systems.
                                                                                            This course involves highly reliable programming techniques we use on
高信頼プログラミング                       Reliable Programming                                   2   each software development stage, such as requirement analysis, design,
                                                                                            test, coding, debbuging and tuning.
                                                                                            Understand theoretical structure and application of INFORMATION
情報セキュリティ監査                       Theory and Practice of Information Security Auditing   2
                                                                                            SECURITY AUDIT through lecture and discussion.
ネットワーク時代のセキュリティとガバナンス Security Management and Governance for the Internet Society       2
                                                                                            IS auditing is one of the most important components of IT Governance
                                                                                            and corporate governance. We study the framework of the IT
                                                                                            Governance and IS auditing using COBIT (Control Objectives for
システム監査                           Information System Audit                               2
                                                                                            Information and related Technology) and METI’s System Audit
                                                                                            Standards. To enhance the understanding of the IS auditing, we
                                                                                            conduct some case studies.
                                                                                            This course will overview laws of internet and information security.
                                                                                            Students will be introduced to fundamental legal system, information
                                                                                            security CIA (confidentiality, integrity, and availability), internal control,
情報セキュリティ法制                       Law Systems on Information Security                    2
                                                                                            privacy issues, protection of personal information, civil procedure and
                                                                                            relevant response to substantive cases, digital forensic, activity of
                                                                                            attorneys, and other contemporary topics.
                                                                                            This course involves web service security practically by setting up a
先進ICT演習                          Advanced ICT Laboratory                                2                                                                                    *
                                                                                            web server and creating a web application.
情報ネットワーク構成特論 Advanced Info-communication Networks                                       2
電子社会と情報セキュリティ Electronic Society and Information Security                               2




                                                                                                   Page 26
                                                                                Fundamental characteristics in MOS structure; drain currents
                                                                                conduction theory in MOSFET; MOSFET switching property; behavior of
                                                                                CMOS inverter; structure and functions of static logic gates (NAND,
集積回路とコンピュータ基礎1 Introduction to Integrated Circuits and Computers 1          2                                                                               *
                                                                                NOR, compound logic gates, EXOR, EXNOR, etc); decoders and
                                                                                multiplexers; full adder; multi-bit parallel adders; multi-bit parallel
                                                                                substructures; over flow detection circuit; zero detection circuit.
                                                                                Structure and behavior of CMOS latch, delay flip-flop and delay flip-
                                                                                flop with reset/hold function; application of delay flip-flops to
                                                                                accumulators, convolver, etc); absolute circuit; absolute difference
集積回路とコンピュータ基礎2 Introduction to Integrated Circuits and Computers 2          2   circuit; absolute difference accumulators; detailed analysis in static      *
                                                                                characteristics and performance in CMOS inverter; arithmetic logic unit
                                                                                (ALU) with instructions; introduction to microprocessors; introduction
                                                                                to LSI memories.
                                                                                Characteristic and effects of capacitors and resistors on LSIs; dynamic
                                                                                characteristics in CMOS inverter (rise and fall times, etc); high speed
                                                                                techniques in CMOS digital circuits (pipeline technique, etc); reduction
LSIコンピュータ                  Advance LSI Computers                            2   techniques of dynamic power in CMOS digital circuits (clock gating,         *
                                                                                power gating, DVFS, etc); affection of leakage currents on LSIs;
                                                                                reduction techniques of leakage currents in CMOS digital circuits
                                                                                (VTCMOS, MTCMOS, switched source impedance, etc).
                                                                                The aim of the course is to introduce methods, algorithms, and solution
最適化法                       Optimization Methods                             2   procedures that are used to solve linear and non-linear optimization        *
                                                                                problems.
                                                                                In this class for learning elemental technologies available for
                                                                                development of knowledge processing systems based on Boolean
                                                                                multidimensional logic (as a realization of many-valued logic that keeps
                                                                                logical consistency in multistep inferences), students can master the
知識・知能処理1                   Artificial Intelligence/Knowledge Processing 1   2                                                                               *
                                                                                ability of utilizing: finite automaton and Turing machine; order relation
                                                                                and lattice; logic operations, predicate expression, and predicate logic;
                                                                                and others. This class avoids excessively intricate discussion localized
                                                                                into predicate logic.
                                                                                In this class for learning elemental technologies available for
                                                                                development of knowledge processing systems based on Boolean
                                                                                multidimensional logic (as a realization of many-valued logic that keeps
                                                                                logical consistency in multistep inferences), students can master the
知識・知能処理2                   Artificial Intelligence/Knowledge Processing 2   2                                                                               *
                                                                                ability of utilizing: expression and evaluation of knowledge; learning,
                                                                                analogy, and search algorithm; deductive inference; inductive inference;
                                                                                and others. This class avoids excessively intricate discussion localized
                                                                                into predicate logic.
情報処理応用1                    Applications of Information Processing 1         2                                                                               *
情報処理応用2                    Applications of Information Processing 2         2                                                                               *
                                                                                This course provides knowledge o fundamental thories and technologies
コンピュータグラフィックス              Computer Graphics                                2                                                                               *
                                                                                about computer graphics, virtual reality and visualization.




                                                                                      Page 27
システムプログラム                             System Program                                                                      2                                                                               *
先端ITスペシャリスト育成プログラム                    Advanced IT Specialist Program
プロジェクト演習Ⅰ                             Project        Seminar          Ⅰ                                                   1                                                                               *
プロジェクト演習Ⅱ                             Project        Seminar          Ⅱ                                                   1                                                                               *
プロジェクト演習Ⅲ                             Project        Seminar          Ⅲ                                                   1                                                                               *
プロジェクト演習Ⅳ                             Project        Seminar          Ⅳ                                                   1                                                                               *
特殊講義Ⅱ(インターネットの進化と可能性) Special Lecture Ⅱ(HISTORY AND FUTURE POSSIBILITY OF THE INTERNET)                                   2                                                                               *
特殊講義Ⅰ(自律分散強調システム論)                    Special Lecture Ⅰ(AUTONOMOUS DECENTRALIZED COOPERATIVE SYSTEMS)                     2                                                                               *
特殊講義Ⅰ(システムソフトウェア)                     Special Lecture Ⅰ(DESIGN AND IMPLEMENTATION OF SYSTEM SOFTWARE)                     2                                                                               *
特殊講義Ⅰ(システムシミュレーション)                   Special Lecture Ⅰ(SYSTEM SIMULATION)                                                2                                                                               *
特殊講義Ⅱ(コンピュータグラフィックス特論) Special Lecture Ⅱ(ADVANCED COURSE ON COMPUTER GRAPHICS)                                            2                                                                               *
特殊講義Ⅰ(実世界指向コミュニケーション特論) Special Lecture Ⅰ(DESIGN OF PHYSICALLY GROUNDED COMMUNICATION SYSTEM)                             2                                                                               *
特殊講義Ⅱ(ソフトウェア工学特論Ⅱ) Special Lecture Ⅱ(SOFTWARE ENGINEERING 2)                                                              2                                                                               *
特殊講義Ⅰ(知識システム特論) Special Lecture Ⅰ(ADVANCED KNOWLEDGE SYSTEMS)                                                             2                                                                               *
特殊講義Ⅱ(情報意味論)                          Special Lecture Ⅱ(INFORMATION AND SEMANTICS)                                        2                                                                               *
特殊講義Ⅱ(ソフトウェア基礎論特論) Special Lecture Ⅱ(Theory of Computer Software)                                                         2                                                                               *
特殊講義Ⅱ(ソフトウェア開発工学特論) Special Lecture Ⅱ(Software Development Engineering)                                                   2                                                                               *
特殊講義Ⅰ(並列処理特論) Special Lecture Ⅰ(Advanced Parallel Processing)                                                             2                                                                               *
                                                                                                                              This course offers a general introduction to the concepts and
                                                                                                                              mechanisms to implement operating systems. Among the topics
                                                                                                                              covered will be process management, processor scheduling, process
特殊講義Ⅰ(オペレーティングシステム)                   Special Lecture Ⅰ(Operating Systems)                                                2                                                                               *
                                                                                                                              synchronization, inter-process communication, deadlocks, main-
                                                                                                                              memory management, virtual memory management, file-system
                                                                                                                              structure and implementation and protection and security.
特殊講義Ⅰ(インターンシップ/ITSP)                  Special Lecture Ⅰ(Internship)                                                       2                                                                               *
特殊講義Ⅱ(オープンソースシステム)                    Special Lecture Ⅱ(OPEN SOURCE SYSTEMS)                                              2                                                                               *
特殊講義Ⅰ(Webインテリジェンス論)                   Special Lecture Ⅰ(WEB INTELLIGENCE)                                                 2                                                                               *
特殊講義Ⅰ(ネットワークシステム設計・運用管理A)             Special Lecture Ⅰ(Design, Operation and Management of Network Systems)              2                                                                               *
特殊講義Ⅰ(先端IT特別講義Ⅰ)                      Special Lecture Ⅰ(TOPICS IN ADVANCED INFORMATION TECHNOLOGY SPECIALIST PROGRAM 1)
                                                                                                                          2                                                                               *
特殊講義Ⅱ(先端IT特別講義Ⅱ)                      Special Lecture Ⅱ(TOPICS IN ADVANCED INFORMATION TECHNOLOGY SPECIALIST PROGRAM 2)
                                                                                                                          2                                                                               *
                                                                                                                              Numerical information processing is a methodology for numerical
                                                                                                                              computations with symbolic analysis and symbolic computations.
                                                                                                                              Fundamental programming techniques for numerical information
特殊講義Ⅰ(数値情報処理論) Special Lecture Ⅰ(Numerical Information Processing)                                                        2                                                                               *
                                                                                                                              processing are introduced. Computational differentiation and interval
                                                                                                                              computation are explained by means of C++ template and operator
                                                                                                                              overloading techniques.
                                                                                                                              In this class for learning the essence of practical language-processing
                                                                                                                              in artificial intelligence, students can master some fundamental
                                                                                                                              knowledge and skills that reproduce an aspect of human intelligence
特殊講義Ⅰ(言語系人工知能デザイン) Special Lecture Ⅰ(Artificial Intelligence Design for Language Systems)                                 2   and reinforce its functions. The knowledge and skills include the ability   *
                                                                                                                              for utilizing a psychological technique and that for development of
                                                                                                                              semantic network, sentence generator, context-free grammar,
                                                                                                                              syntactic parser, etc. Students' obligation is five-time reports and




                                                                                                                                    Page 28
特殊講義Ⅰ(システムのモデリングと最適化特論) Special Lecture Ⅰ(Advanced Theory of System Modelling and Optimization)           2                                                                               *
                                                                                                              Cryptography and Authentication
                                                                                                              In this course, we will start with basics f abstract algebra and
                                                                                                              elementary number theory, then introduce principle and examples of
特殊講義Ⅰ(暗号と電子認証)                            Special Lecture Ⅰ(Theory of Cryptography and Authentation)      2                                                                               *
                                                                                                              public key cryptosystems and secret key cryptosystems.
                                                                                                              The second part will deal with digital signature, authentication and
                                                                                                              other secure protocols and their applications.
                                                                                                              This class will provide technological information on computer graphics
特殊講義Ⅰ(コンピュータグラフィックスとバーチャルリアリティ)           Special Lecture Ⅰ(Computer Graphics and Virtual Reality)        2   (CG) and virtual reality (VR). Also through projects students will create   *
                                                                                                              contents of CG and/or VR.
研究と実務融合による高度情報セキュリティ人材育成プログラム Integrated Special Scheme for Information Security Specialist cultivation


                                                                                                              This class will provide omnibus lectures about information security from
特殊講義Ⅱ(情報セキュリティ特別講義) Special Lecture Ⅱ(Current Topics in Information Security)                             2                                                                               *
                                                                                                              several viewpoints such as technology, law and ethics.
特殊講義Ⅰ(インターネット工学) Special Lecture Ⅰ(Internet Architecture)                                                 2                                                                               *
特殊講義Ⅱ(計算システム検証論) Special Lecture Ⅱ(Verification of Computing Systems)                                     2                                                                               *
特殊講義Ⅰ(インターンシップ/ISS2)                      Special Lecture Ⅰ(Internship)                                   2                                                                               *
特殊講義Ⅰ(情報セキュリティ基盤論)                        Special Lecture Ⅰ(Security Infrastracture)                      2                                                                               *
全専攻共通 自由科目                                General Subjects
情報メディア産業技術論一 Science and Technology for Information Media Industry Ⅰ                                      2                                                                               *
情報メディア産業技術論二 Science and Technology for Information Media Industry Ⅱ                                      2                                                                               *
情報メディア産業技術論三 Science and Technology for Information Media Industry Ⅲ                                      2                                                                               *
情報メディア産業技術演習一 Exercise in Science and Technology for Information Media Industry Ⅰ                         1                                                                               *
情報メディア産業技術演習二 Exercise in Science and Technology for Information Media Industry Ⅱ                         1                                                                               *
情報メディア産業技術演習三 Exercise in Science and Technology for Information Media Industry Ⅲ                         1                                                                               *
産業特別研修一       Advanced Exercise in Industrial Science and Technology Ⅰ                                    2                                                                               *
産業特別研修二       Advanced Exercise in Industrial Science and Technology Ⅱ                                    2                                                                               *
ヒューマンインターフェース Human Interface                                                                             4                                                                               *
防災・危機管理工学副専攻 Disaster Prevention and Risk Management Engineering Secondary Course
                                                                                                              The aim of this course is to understand the transition of Japanese river
                                                                                                              management. Citizen participation in the river management is now an
危機管理工学概論Ⅰ                                 General Review on RME Ⅰ                                         2   important element. What will be the best river management? You will         *
                                                                                                              find the answer of this question from this course. Historical, technical,
                                                                                                              and cultural transition of Japanese river management will be discussed.
                                                                                                              The aim of this course is to understand the framework of CommonMP
                                                                                                              (Common Modeling Platform for water-material circulation analysis) and
危機管理工学概論Ⅱ                                 General Review on RME Ⅱ                                         2   also each student will be formulating a simulation project such as flood    *
                                                                                                              routing and water level calculation. Some of the lectures will be done
                                                                                                              by professional users or CommonMP architects from industry.
危機管理工学特別演習Ⅰ                               Research on RME Ⅰ                                               2                                                                               *
危機管理工学特別演習Ⅱ                               Research on RME Ⅱ                                               2                                                                               *




                                                                                                                    Page 29
                                                                                         Disasters, accidents and incidents occur as what prevent usual human
                                                                                         activities.
                                                                                         The course is on 1) Understanding the essentials and real conditions of
災害科学総論Ⅰ                    General Review on Disaster Science Ⅰ                      2   engineers’ activities, 2)The outline of the disaster and so on,            *
                                                                                         3)Workmen’s industrial accidents, 4) Disasters and human, 5) Examples
                                                                                         of disasters, 6)Safety of dangerous substances. As well as students are
                                                                                         required to think themselves on these matters in the classes.
                                                                                         This is the 2nd course on the industrial disasters, accidents and
                                                                                         incidents. The course is on 1) Review on the engineers’ activities, 2)
                                                                                         Economical activities and disaster, 3)Disaster prevention and its
災害科学総論Ⅱ                    General Review on Disaster Science Ⅱ                      2                                                                              *
                                                                                         simulation, 4)Disaster risk analysis and evaluation, 5)Ethics of
                                                                                         engineers, 6)Risk management and crisis management. Students are
                                                                                         also required to think themselves on these matters in the classes.
災害科学特別演習Ⅰ    Research on Disaster Science Ⅰ                                          2                                                                              *
災害科学特別演習Ⅱ    Research on Disaster Science Ⅱ                                          2                                                                              *
危機管理の数理・情報処理 Computational Method and Information Processing for RME                 2                                                                              *
                                                                                         The 21st century is called the age of the global environment. This
                                                                                         course is focusing on the global environmental issues, involving natural
大気圏危機管理工学                  RME on Atmosphere (Metrological Sphere)                   2                                                                              *
                                                                                         environment, social environment and public works that affect much on
                                                                                         these environments.
生物圏危機管理工学                  RME on Biological Sphere                                  2                                                                              *
                                                                                         This course involves a team work. Each team (about 3 students per
                                                                                         team) will have a different theme regarding climate change in Japan and
水圏危機管理工学                   RME on Hydrosphere                                        2   around the world. Oral presentation is also team’s assignment. The aim     *
                                                                                         of this course is to understand the nature of climate change issues and
                                                                                         discuss countermeasures against climate change.
地表圏危機管理工学                  RME on Earth Surface Disasters                            2                                                                              *
地震危機管理工学                   RME on Earthquake Disasters                               2                                                                              *
                                                                                         How do structures works in disaster priventions (pre-situation) and risk
                                                                                         managements (post-situation) ?
構造物危機管理工学                  RME on Structural Disasters                               2   Risk management standpoints of code-writing.                               *
                                                                                         Viewpoints relating to system reliability (redundancy, availability,
                                                                                         vulnerability, fail-safe, event tree analysis, fault tree analysis・・・)
社会技術危機管理工学                 RME on Social Technology                                  2                                                                              *
巨大技術危機管理工学                 RME on Megatechnology                                     2                                                                              *
環境理工学副専攻                   Environmental Sciences and Engineering Secondary Course

                                                                                         Various topics related to the environmental research will be given by
環境科学概論                     Environmental Sciences                                    2                                                                              *
                                                                                         eight persons.
                                                                                         Environmental Engineering
                                                                                         Seven faculties will give lectures about environment related subjects,
環境工学概論                     Environmental Engineering                                 2                                                                              *
                                                                                         focused on material cycle. Two lectures will be presented by each
                                                                                         faculty, then totally 14 lectures will be presented.
環境理工学特別演習Ⅰ                 Research on Environmental Sciences and Engineering Ⅰ      2                                                                              *




                                                                                               Page 30
環境理工学特別演習Ⅱ    Research on Environmental Sciences and Engineering Ⅱ    2                                                                               *
環境資源微生物学      Environmental Microbiology                              2                                                                               *
                                                                          It is important for survival of the human to elucidate what kind of
                                                                          influence global environment changes have on ecosystem and the
生態工学特論        Ecological Engineering                                  2                                                                               *
                                                                          agricultural production. As global environment changes, air pollution and
                                                                          stratospheric ozone depletion would be mainly paid attention.
                                                                          Among many global environmental issues, as to the following two
                                                                          issues: “global warming” and “Antarctic ozone depletion”, their
                                                                          scientific basis, simple historical review, future climatic change
                                                                          projection using global climate models and/or a regional climate model
大気海洋環境システム    Earth Environmental Systems                             2                                                                               *
                                                                          will be given in the lecture. Especially, as to global warming, I will
                                                                          introduce several essential points described in IPCC AR4, WG1 report
                                                                          (2007), and also simply introduce basic concept of climate projection
                                                                          using global and regional climate models.
                                                                          Subject: Introduction to the Marine Environmental Science
                                                                          The marine environment is a complex system that consists of the
                                                                          physical, chemicfal and biological processes and their nonlinear
海洋環境学         Introduction to the Marine Environmental Science        2   interactions. This lecture puts weight on how to think them as an           *
                                                                          integrated system and enable the students to learn how to construct a
                                                                          simple model of the system, which will lead to judge the health of the
                                                                          marine environment.
                                                                          At first, the basic structure and function of the organisms would be
                                                                          explained. Next, immunological human response against bacteria and
環境生物工学概論      Environmental Biotechnology                             2                                                                               *
                                                                          virus, and genetic engineering for the solution of the food problem and
                                                                          the environmental problem would be mainly explained.
                                                                          Only the earth became the paradise of the life in planets of the earth
                                                                          type.
                                                                          The life of the earth and natural phenomena gain the energy from the
                                                                          the sun.
地球環境モデリング概論   An introduction to the modeling of global environment   2                                                                               *
                                                                          Therefore, we start from the story of the sun. And, we take a general
                                                                          view of marvelous world that have understood from the modeling
                                                                          research about the global environment to which the atmosphere, the
                                                                          ocean, and the earth's crust have been interactive each other.
                                                                          The purpose of this lecture is to express the structure and the time
                                                                          evolution of a more complex phenomenon by using a mathematical
                                                                          physics technique, and to clarify the law that rules the phenomenon
                                                                          through modeling.
環境数理学         Environmental Modeling                                  2                                                                               *
                                                                          Naturally, the usefulness of such an approach will be recognized.
                                                                          It is important, and our mission to consider and to propose the strategy
                                                                          for the restoration of the environment penetrating environmental
                                                                          deterioration. We should deeply understand nature for that.




                                                                                Page 31
                                                      In this course, environmental health related problems, particularly
                                                      environmental chemicals related problems are discussed.
                                                      The measure topics are as follows.
                                                      1.Pollution related health problems
                                                      1.1 Minamata disease
環境化学物質特論      Environmental Chemical Substances   2                                                                              *
                                                      1.2 Kanemi Oil
                                                      1.3 Morinaga arsenic polluted milk
                                                      2.Indoor air pollution
                                                      3.Multiple Chemicals Sensitivity and Sick-house syndrome
                                                      4.Environmental health risk assessment
                                                      In this course, environmental health related problems are discussed.
                                                      The measure topics are as follows.
                                                      1.Environmental standard, particularly on air pollution
                                                      2.Global Environment
環境保健学         Environmental Health Sciences       2                                                                              *
                                                      2.1Global warming
                                                      2.2Ozone depletion and UV
                                                      2.3Others
                                                      3.Environmental epidemiology and statistical analysis
環境バイオテクノロジー   Environmental Biotechnology         2                                                                              *
データ科学副専攻      Data Science Secondary Course
データ科学特別演習Ⅰ    Research on Data Science Ⅰ          2                                                                              *
データ科学特別演習Ⅱ    Research on Data Science Ⅱ          2                                                                              *
データ解析入門       Introduction to Data Analysis       2                                                                              *
データ科学理論特論     Advanced Data Science               2                                                                              *
                                                      The extreme value theory is widely known as its trinity theorem of the
                                                      extreme value distributions. An extreme value is regarded as a rare
                                                      event among many usual events. This view provides us with a
                                                      framework in which such a rare event is quantitatively evaluated using
極値統計学特論       Extreme Value Analysis              2                                                                              *
                                                      existing data sets. This course begins with the theory of order
                                                      statistics, and aims at giving fundamentals of the extreme value theory,
                                                      with emphasis on the applications to assessment of environmental
                                                      change and risk assessment.
線形モデル特論       Linear Models                       2                                                                              *
                                                      Bayesian method is becoming a basic tool for analyzing the data, since
                                                      an adequate model contains many parameters to be estimated. Such a
                                                      model is popular in the modern time-space statistics. Bayesian method
ベイズ統計特論       Bayesian Statistics                 2                                                                              *
                                                      allows us to treat the data in a routine way. This course begins with
                                                      the basic framework, and covers practical methods, such as the
                                                      smoothing, the spline, the filtering and the Bayesian network ones.
                                                      Some statistical nonlinear models and methods are introduced.
非線形モデル特論      Nonlinear Models                    2   This course focuses on nonlinear regression analysis and nonlinear         *
                                                      time series analysis particularly.
医学データ解析特論     Medical Data Analysis               2                                                                              *




                                                            Page 32
                                                            In this lecture, some typical methods for multivariate data analysis are
                                                            explained using handout, where main idea, the way of applying and
                                                            important remarks are emphasized for each method.
多変量解析特論               Multivariate Data Analysis        2   The topics taken up in the class are multivariate data, multivariate         *
                                                            normal distribution, regression analysis, discriminant analysis, principal
                                                            component analysis, factor analysis, canonical correlation analysis,
                                                            cluster analysis, quantification method, for example.
                                                            For modeling for mechanism of data generation computer simulations
                                                            play an important role in assessing and evaluating efficiencies of
計算機集約型統計モデル特論 Computer Intensive Statistical Models     2   statistical models. In this class we learn MCMC methods for Bayes            *
                                                            modeling, theory and application for permutation methods, computer
                                                            visualization for model buildings.
                                                            Introduction of the concept of datamining and data analysis.
                                                            The topics of this lecture is EDA(Exploratory Data Analysis),
データマイニング特論            Data Mining                       2   Regression analysis, Cluster analysis, logistic regression, Decision tree    *
                                                            (Regression tree and Classification tree), Neural network,
                                                            SOM (Self Organization Map), Association rule, and so on.
ビジネスデータ解析特論           Business Data Analysis            2                                                                                *
                                                            Biological activities are maintained through the interactions between
                                                            proteins, which may be influenced by the surrounding environments. A
                                                            mutation in a genome may change the expression level of a gene or the
                                                            micro-structure of a protein, which in turn leads to a phenotypic
                                                            change in macroscopic level. This course gives a series of lectures on
バイオインフォマティクス特論 Bioinformatics                           2                                                                                *
                                                            the methodology of bioinformatics: biological sequence analysis,
                                                            alignment and motif search, protein structural prediction, analysis of
                                                            microarrays, molecular evolution, population genetics, and molecular
                                                            ecology. Relevant software is introduced with an example of analyses in
                                                            each session.
                                                            Fist I review an elementary probability theory, After that I give a
                                                            lecture about random walks and their related distributions, discrete
社会システムとデータ解析          Social System and Data Analysis   2   stochastic calculus and their applications to mathematical finance.          *
                                                            Lastly I remark a theory about continuous stochastic calculus and
                                                            stochastic differential equations.
                                                            Actuarial Mathematics
                                                            Aim: To provide the skill and expertise in the application of the
保険統計                  Actuarial Statistics              2                                                                                *
                                                            mathematics of contingent payments to common problems in actuarial
                                                            practice.
最適化アルゴリズム             Optimization Algorithm            2                                                                                *
                                                            Referring to AP-Exam Statistics in U.S.A., important methods for data
                                                            analysis and statistical inference are explained with brief exercises
データ科学基礎第一             Basic Theory of Data Science I    2   using handout. The topics taken up in the class are expression of            *
                                                            data, correlation/regression, sampling distribution, interval estimation,
                                                            testing hypothesis, for example.




                                                                  Page 33
データ科学基礎第二                  Basic Theory of Data Science Ⅱ                2                                                                             *
ナノテクノロジー副専攻                Nanotechnology Secondary Course
                                                                             Topics in science of nano-scale systems will be discussed. Subjects
ナノ科学特論                     Topics on Nanoscience                         2   will be selected independently by speakers and may be changed from        *
                                                                             year to year.
ナノ技術特論        Topics on Nanotechnology                                   2                                                                             *
ナノテクノロジー特別演習Ⅰ Research on Nanotechnology Ⅰ                               2                                                                             *
ナノテクノロジー特別演習Ⅱ Research on Nanotechnology Ⅱ                               2                                                                             *
                                                                             The structure, characteristics and reactivity of materials with
                                                                             dimensions on the nanoscale are explained with speciic examples. The
表面ナノ科学特論                   Advanced Surface Nanoscience                  2                                                                             *
                                                                             princiles, characterrisctics and validities of the methods to analyze
                                                                             structures and states of the nanoscale matereials are explained.
                                                                             Neutron is an important and unique probe for studies on materials
                                                                             structure and dynamics (ex, hydrogen materials). In this lecture, the
ナノ量子物性特論                   Quantum Phenomena in Nanoscale Systems        2   fundamentals of neutron scattering, present status of the neutron         *
                                                                             facilities in the world and the forefront of neutron sciences will be
                                                                             introduced.
ナノ材料科学特論                   Nanomaterial Science                          2                                                                             *
                                                                              In this class, we will study fundamentals and recent advancement of
ナノ材料プロセス工学特論               Processing of Nanomaterials                   2                                                                             *
                                                                             nanomaterials which are key parts of nanotechnology.
                                                                             In this lecture varieties of techniques to construct nanometer-scale
                                                                             architectures, which are basically important to the realization of
ナノ微細加工特論                   Nanofabrication                               2                                                                             *
                                                                             nanotechnology, are presented. Present and future of nanotechnology
                                                                             are considered with individual examples.
                                                                             In this class, we will learn all aspects of fundamentals of nano/micro-
ナノ・マイクロマシン特論               Nano and Micromachines                        2   machine technologies and their applications to opticcal, chemical,        *
                                                                             biological, medical fileds and SPM technologies, etc.
クラスター科学特論                  Science of Clusters                           2
電子社会・情報セキュリティ副専攻 E-society and Information Security Secondary Course
情報セキュリティ特別演習Ⅰ(ISS2共通科目)    Research on Information Security Ⅰ            3                                                                             *
情報セキュリティ特別演習Ⅱ(ISS2共通科目)    Research on Information Security Ⅱ            3                                                                             *
暗号理論演習                     Exercises in Cryptology                       1                                                                             *
感性ロボティクス副専攻                KANSEI Robotics Secondary Course
感性情報論第一                    Theory and Practice of Kansei and Sense Ⅰ     2                                                                             *
感性情報論第二                    Theory and Practice of Kansei and Sense Ⅱ     2                                                                             *
ヒューマンメディア工学                Human Media Engineering, Fundamentals         2                                                                             *
視覚情報処理論                    Visual Information Processing, Fundamentals   2                                                                             *
                                                                             Some theory and methods in the field of softcomputing are introduced.
ソフトコンピューティング               Soft Computing                                2   This course focuses on fuzzy theory in particular.                        *
                                                                             The artificial neural network is also concerned.




                                                                                   Page 34
                                                                                                  Each area of the sensibility system that the mapping is done in two
                                                                                                  dimensions is discussed. Those areas correspond to the sensibility
                                                                                                  expression theory, the sensibility epistemology, the cognitive science,
感性システム論                       Kansei System                                                   2                                                                               *
                                                                                                  and the soft computing. Moreover, we discuss it about an individual
                                                                                                  case. Especially, the sensibility impedance and the sensibility match are
                                                                                                  content that should be paid attention as a new concept in this field.
感性哲学                          Kansei Philosophy                                               2                                                                               *
感性デザイン論                       Method and Theory of Kansei Design                              2                                                                               *
感性・知性の脳機能論                    Brain Function of Intelligence and Kansei                       2                                                                               *
音楽認知                          Music Cognition                                                 2                                                                               *
支援工学                          Assistive Engineering                                           2                                                                               *
ヒューマンメディア情報環境論                Integration Theory of Human Media Information and Environment   2                                                                               *
感性ロボティクス特別演習第一                Kansei Robotics Research Ⅰ                                      2                                                                               *
感性ロボティクス特別演習第二                Kansei Robotics Research Ⅱ                                      2                                                                               *
感性ロボティクス特別演習第三                Kansei Robotics Research Ⅲ                                      2                                                                               *
感性ロボティクス特別演習第四                Kansei Robotics Research Ⅳ                                      2                                                                               *
心理計測・実験心理                     Psychometrics and experimental psychology                       2                                                                               *
国際水環境理工学副専攻                   International Water Environment Engineering Secondary Course

国際水環境理工学特別演習Ⅰ Reaearch on IWE I                                                               2                                                                               *
国際水環境理工学特別演習Ⅱ Reaearch on IWE Ⅱ                                                               2                                                                               *
                                                                                                  This course is an internship to the national and local government,
                                                                                                  research institute, and other private enterprises. The aim of this course
特殊講義Ⅰ(インターンシップ/国際水環境理工学副専攻)   Special Lecture Ⅰ(Internship)                                   2   is to acquire skills through the working environment. For example, clear    *
                                                                                                  up the questionable points, improvement planning and implementation of
                                                                                                  those plans.
                                                                                                  The aim of this course is to understand the transition of Japanese river
                                                                                                  management. Citizen participation in the river management is now an
国際水環境理工学特別講義Ⅰ General Review on IWE I                                                         2   important element. What will be the best river management? You will         *
                                                                                                  find the answer of this question from this course. Historical, technical,
                                                                                                  and cultural transition of Japanese river management will be discussed.
                                                                                                  The aim of this course is to understand the framework of CommonMP
                                                                                                  (Common Modeling Platform for water-material circulation analysis) and
国際水環境理工学特別講義Ⅱ General Review on IWE Ⅱ                                                         2   also each student will be formulating a simulation project such as flood    *
                                                                                                  routing and water level calculation. Some of the lectures will be done
                                                                                                  by professional users or CommonMP architects from industry.
                                                                                                  Disasters, accidents and incidents occur as what prevent usual human
                                                                                                  activities.
国際水環境理工学特別講義Ⅲ General Review on IWE Ⅲ                                                         2   The course is on 1) Understanding the essentials and real conditions of     *
                                                                                                  engineers’ activities, 2)The outline of the disaster and so on,
                                                                                                  3)Workmen’s industrial accidents, 4) D




                                                                                                        Page 35
                                                                          This is the 2nd course on the industrial disasters, accidents and
                                                                          incidents. The course is on 1) Review on the engineers’ activities, 2)
国際水環境理工学特別講義Ⅳ General Review on IWE Ⅳ                                 2                                                                              *
                                                                          Economical activities and disaster, 3)Disaster prevention and its
                                                                          simulation, 4)Disaster risk analysis and evaluation,
水環境情報処理・リモートセンシング Information Processing and Remote Sencing for IWE   2                                                                              *
大気科学                       Atmospheric Science for IWE                2                                                                              *
水辺生態学                      Ecological Science for IWE                 2                                                                              *
                                                                          This course involves a team work. Each team (about 3 students per
                                                                          team) will have a different theme regarding climate change in Japan and
水文・水循環                     Hydrology and Water Circulation for IWE    2   around the world. Oral presentation is also team’s assignment. The aim     *
                                                                          of this course is to understand the nature of climate change issues and
                                                                          discuss countermeasures against climate change.
                                                                          The Global climate change, population growth and industrial
                                                                          development will significantly impact the water resource management.
                                                                          Water problems strongly depend on the geological, economical and
                                                                          cultural situation. In any situation, we need to establish the paradigm
衛生・水処理工学                   Sanitary and Water Treatment for IWE       2                                                                              *
                                                                          including the integrated water resource development, wise and efficient
                                                                          use of water, and decentralized water metabolic system. In this lecture,
                                                                          the concept and supporting technologies of the new water metabolic
                                                                          system are discussed.
                                                                          Water-related disasters take place in the interaction between the
                                                                          hydrological system and a variety of human intervention to the system,
                                                                          both of which have marked regional characteristics. From such a
                                                                          viewpoint, regional characteristics of the disasters are illustrated in
水災害工学                      Disaster Prevention for IWE                2   association with those of natural and anthropogenic factors. After that,   *
                                                                          disaster mitigation measures are examined through case studies about
                                                                          typical disasters experienced after the Second World War. Also,
                                                                          adaptation measures for climate change due to global warming are
                                                                          discussed.
                                                                          Japan had confronted a variety of serious water issues due to rapid
                                                                          population increase, its concentration into urban areas, high economic
                                                                          growth by industrialization and environmental deterioration after the
                                                                          Second World War, and had adopted many kinds of water management
水政策論                       Water Policy for IWE                       2   policies to solve them. Those policies are reviewed from a viewpoint of    *
                                                                          future development of integrated water management policy in Japan
                                                                          and also from another viewpoint of the transfer of Japan’s experiences
                                                                          in water management measures into developing countries in the world,
                                                                          especially in the monsoon Asia region.
水辺環境工学                     Environmental Engineering for IWE          2   Lecture on water front environment                                         *




                                                                                Page 36
理工学研究科             Graduate School of Science and Engineering
博士後期課程             Doctor Program

                                                                                                                                           交換留学生が
   漢字科目名                           英字科目名            単位数                                    英文授業概要                                           受講できない
                                                                                                                                               科目
                                                                                                                                              Courses
                                                                                                                                             Exchange
  Japanese Title                   English Title    Credits
                                                                                                                                           Students can't
                                                                                                                                               take
数学専攻               Mathematics
数学特殊論文研修Ⅰ          Doctoral Research Ⅰ                2                                                                                          *
数学特殊論文研修Ⅱ          Doctoral Research Ⅱ                2                                                                                          *
数学特殊論文研修Ⅲ          Doctoral Research Ⅲ                2                                                                                          *
数学特殊論文研修Ⅳ          Doctoral Research Ⅳ                2                                                                                          *
数学特殊論文研修Ⅴ          Doctoral Research Ⅴ                2                                                                                          *
数学特殊論文研修Ⅵ          Doctoral Research Ⅵ                2                                                                                          *
数学特殊演習             Special Seminar in Mathematics     2                                                                                          *
代数学特殊講義第一          Special Topics of Algebra I        2
                                                              This lesson is an introduction to coding theory
                                                              at the graduate or adovancsed undergraduate level.
代数学特殊講義第二          Special Topics of Algebra II       2       After a brief discussion of general families of codes,
                                                              we discusses finite fields, linear algebra
                                                              and linear codes(including the BCH and Reed-Solomon cod
代数学特殊講義第三          Special Topics of Algebra III      2
                                                              A curve means a complete non-singular irreducible algebraic curve over
                                                              an algebraically closed field of characteristic 0. This lecture is devoted
代数学特殊講義第四          Special Topics of Algebra IV       2
                                                              to the study of Weierstrass semigroups of points on curves.. Through
                                                              Weierstrass semigroups we investigate ma
                                                              I will lecture on the introduction to the theory of muduli spaces S of
                                                              partial defferential equations on the space C of connections of a vector
幾何学特殊講義第一          Special Topics of Geometry I       2
                                                              bundle E over a Riemannian manifold M. The space C is a vast affine
                                                              space and has no information about M. On t
幾何学特殊講義第二          Special Topics of Geometry II      2
幾何学特殊講義第三          Special Topics of Geometry III     2
                                                              In this lecture we study about rigidity problem of real hypersurfaces in a
                                                              nonflat complex space form. First we present preliminary results of
幾何学特殊講義第四          Special Topics of Geometry IV      2
                                                              submanifold theory in differential geometric point of view. Secondly we
                                                              explain structure equations of real hype




                                                                     Page 37
                                                                    In the first part, we study the convexity of norms of Banach spaces and
                                                                    the concepts of duality maps and of m-accretive operators.
解析学特殊講義第一     Special Topics of Analysis I                      2
                                                                    In the second part, we study proper lower-semicontinuous functions
                                                                    and their subdifferentials in Hilbert spaces.
解析学特殊講義第二     Special   Topics of   Analysis II                 2
解析学特殊講義第三     Special   Topics of   Analysis III                2
応用解析特殊講義第一    Special   Topics of   Applied Analysis I          2
応用解析特殊講義第二    Special   Topics of   Applied Analysis II         2
                                                                    We consider to analyze multivariate data by measuring several
                                                                    (characteristic, dependent) variables for each subjects. By considering
統計数学特殊講義第一    Special Topics of Statistics I                    2
                                                                    the set of variables jointly, we can extract new and important
                                                                    information which can not be extracted by analyzing the va
統計数学特殊講義第二    Special Topics of Statistics II                   2
                                                                    Major part of this lecture will be devoted to the brief sketch of multi-
                                                                    dimensional analysis of qualitative data. In another part popular methods
統計数学特殊講義第三    Special Topics of Statistics III                  2
                                                                    of multivariate analysis like PCA will be illustrated comparing with the
                                                                    methods for qualitative data. The ai
                                                                    Data structures and algorithms play important roles in designing
                                                                    efficient computer program. The course will give an overview of basic
情報数学特殊講義第一    Special Topics of Computational Mathematics I     2
                                                                    data structures and algorithms by challenging tasks in program
                                                                    contests.
情報数学特殊講義第二    Special Topics of Computational Mathematics II    2
情報数学特殊講義第三    Special Topics of Computational Mathematics III   2
物理学専攻         Physics
物理学特殊論文研修Ⅰ    Doctoral   Research    Ⅰ                          2                                                                               *
物理学特殊論文研修Ⅱ    Doctoral   Research    Ⅱ                          2                                                                               *
物理学特殊論文研修Ⅲ    Doctoral   Research    Ⅲ                          2                                                                               *
物理学特殊論文研修Ⅳ    Doctoral   Research    Ⅳ                          2                                                                               *
物理学特殊論文研修Ⅴ    Doctoral   Research    Ⅴ                          2                                                                               *
物理学特殊論文研修Ⅵ    Doctoral   Research    Ⅵ                          2                                                                               *
土木工学専攻        Civil Engineering
土木工学特殊論文研修Ⅰ   Doctoral Research Ⅰ                               2                                                                               *
土木工学特殊論文研修Ⅱ   Doctoral Research Ⅱ                               2                                                                               *
土木工学特殊論文研修Ⅲ   Doctoral Research Ⅲ                               2                                                                               *
土木工学特殊論文研修Ⅳ   Doctoral Research Ⅳ                               2                                                                               *
土木工学特殊論文研修Ⅴ   Doctoral Research Ⅴ                               2                                                                               *
土木工学特殊論文研修Ⅵ   Doctoral Research Ⅵ                               2                                                                               *
土木工学特殊研究Ⅰ     Specialized Research in Civil Engineering Ⅰ       2                                                                               *
土木工学特殊研究Ⅱ     Specialized Research in Civil Engineering Ⅱ       2                                                                               *
精密工学専攻        Precision Mechanics
精密工学特殊論文研修Ⅰ   Doctoral Research Ⅰ                               2                                                                               *
精密工学特殊論文研修Ⅱ   Doctoral Research Ⅱ                               2                                                                               *




                                                                           Page 38
精密工学特殊論文研修Ⅲ         Doctoral         Research          Ⅲ                                              2             *
精密工学特殊論文研修Ⅳ         Doctoral         Research          Ⅳ                                              2             *
精密工学特殊論文研修Ⅴ         Doctoral         Research          Ⅴ                                              2             *
精密工学特殊論文研修Ⅵ         Doctoral         Research          Ⅵ                                              2             *
電気電子情報通信工学専攻        Electrical, Electronic, and Communication Engineering
電気電子情報通信工学特殊研究Ⅰ     Specialized Research in Electrical, Electronic, and Communication Engineering Ⅰ   2             *
電気電子情報通信工学特殊研究Ⅱ     Specialized Research in Electrical, Electronic, and Communication Engineering Ⅱ   2             *
電気電子情報通信工学特殊論文研修Ⅰ   Doctoral         Research          Ⅰ                                              2             *
電気電子情報通信工学特殊論文研修Ⅱ   Doctoral         Research          Ⅱ                                              2             *
電気電子情報通信工学特殊論文研修Ⅲ   Doctoral         Research          Ⅲ                                              2             *
電気電子情報通信工学特殊論文研修Ⅳ   Doctoral         Research          Ⅳ                                              2             *
電気電子情報通信工学特殊論文研修Ⅴ   Doctoral         Research          Ⅴ                                              2             *
電気電子情報通信工学特殊論文研修Ⅵ   Doctoral         Research          Ⅵ                                              2             *
応用化学専攻              Applied Chemistry
応用化学特殊論文研修Ⅰ         Doctoral         Research          Ⅰ                                              2             *
応用化学特殊論文研修Ⅱ         Doctoral         Research          Ⅱ                                              2             *
応用化学特殊論文研修Ⅲ         Doctoral         Research          Ⅲ                                              2             *
応用化学特殊論文研修Ⅳ         Doctoral         Research          Ⅳ                                              2             *
応用化学特殊論文研修Ⅴ         Doctoral         Research          Ⅴ                                              2             *
応用化学特殊論文研修Ⅵ         Doctoral         Research          Ⅵ                                              2             *
経営システム工学専攻          Industrial and Systems Engineering
経営システム工学特殊論文研修Ⅰ     Doctoral Research Ⅰ                                                               2             *
経営システム工学特殊論文研修Ⅱ     Doctoral Research Ⅱ                                                               2             *
経営システム工学特殊論文研修Ⅲ     Doctoral Research Ⅲ                                                               2             *
経営システム工学特殊論文研修Ⅳ     Doctoral Research Ⅳ                                                               2             *
経営システム工学特殊論文研修Ⅴ     Doctoral Research Ⅴ                                                               2             *
経営システム工学特殊論文研修Ⅵ     Doctoral Research Ⅵ                                                               2             *
情報工学専攻              Information and Systems Engineering
情報工学特殊研究Ⅰ           Specialized Research in Information and System Engineering Ⅰ                      2             *
情報工学特殊研究Ⅱ           Specialized Research in Information and System Engineering Ⅱ                      2             *
情報工学特殊論文研修Ⅰ         Doctoral         Research          Ⅰ                                              2             *
情報工学特殊論文研修Ⅱ         Doctoral         Research          Ⅱ                                              2             *
情報工学特殊論文研修Ⅲ         Doctoral         Research          Ⅲ                                              2             *
情報工学特殊論文研修Ⅳ         Doctoral         Research          Ⅳ                                              2             *
情報工学特殊論文研修Ⅴ         Doctoral         Research          Ⅴ                                              2             *
情報工学特殊論文研修Ⅵ         Doctoral         Research          Ⅵ                                              2             *
情報セキュリティ科学専攻 Information Security Sciences
情報セキュリティ科学特殊論文研修Ⅰ   Doctoral         Research          Ⅰ                                              2             *
情報セキュリティ科学特殊論文研修Ⅱ   Doctoral         Research          Ⅱ                                              2             *
情報セキュリティ科学特殊論文研修Ⅲ   Doctoral         Research          Ⅲ                                              2             *
情報セキュリティ科学特殊論文研修Ⅳ   Doctoral         Research          Ⅳ                                              2             *
情報セキュリティ科学特殊論文研修Ⅴ   Doctoral         Research          Ⅴ                                              2             *




                                                                                                          Page 39
情報セキュリティ科学特殊論文研修Ⅵ           Doctoral Research Ⅵ                                                   2             *
防災・危機管理工学副専攻               Disaster Prevention and Risk Management Engineering Secondary Course

危機管理工学特別演習Ⅰ                 Research       on   RME Ⅰ                                             2             *
危機管理工学特別演習Ⅱ                 Research       on   RME Ⅱ                                             2             *
災害科学特別演習Ⅰ                   Research       on   Disaster Science Ⅰ                                2             *
災害科学特別演習Ⅱ                   Research       on   Disaster Science Ⅱ                                2             *
環境理工学副専攻                   Environmental Sciences and Engineering Secondary Course

環境理工学特別演習Ⅰ                 Research on Environmental Sciences and Engineering Ⅰ                   2             *
環境理工学特別演習Ⅱ                 Research on Environmental Sciences and Engineering Ⅱ                   2             *
データ科学副専攻                    Data Science Secondary Course
データ科学特別演習Ⅰ                  Research on Data Science Ⅰ                                            2             *
データ科学特別演習Ⅱ                  Research on Data Science Ⅱ                                            2             *
ナノテクノロジー副専攻                 Nanotechnology Secondary Course
ナノテクノロジー特別演習Ⅰ Research on Nanotechnology Ⅰ                                                        2             *
ナノテクノロジー特別演習Ⅱ Research on Nanotechnology Ⅱ                                                        2             *
電子社会・情報セキュリティ副専攻 E-society and Information Security Secondary Course
情報セキュリティ特別演習Ⅰ Research on Information Security Ⅰ                                                  2             *
情報セキュリティ特別演習Ⅱ Research on Information Security Ⅱ                                                  2             *
感性ロボティクス副専攻 KANSEI Robotics Secondary Course
感性ロボティクス特別演習第一 Kansei Robotics Research Ⅰ                                                         2             *
感性ロボティクス特別演習第二 Kansei Robotics Research Ⅱ                                                         2             *
感性ロボティクス特別演習第三 Kansei Robotics Research Ⅲ                                                         2             *
感性ロボティクス特別演習第四 Kansei Robotics Research Ⅳ                                                         2             *




                                                                                                      Page 40

								
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