Course Information - Graduate Studies

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List of Courses by Area

Download a list of approved courses to satisfy the CSEM Area A, B, & C requirements. Note: All course selections must be approved by the Graduate Adviser. See Graduate Catalog for full course descriptions.

Selected Syllabi

CSE 382M -- Foundational Techniques of Machine Learning & Data Sciences -- syllabus
CSE 389D -- Introduction to Mathematical Modeling in Science and Engineering II -- syllabus

Area C Policy

A course may be considered as Area C if the following criteria are met:
  1. The course must explore the underlying scientific principles of the natural, social, or other system that constitutes the target application area. [Engage the science.]
  2. The course may include some computational or mathematical modeling components, but it must explore the purpose and physical interpretation of the computation and models. [CSE is done to foster some scientific or societal goal, and the course must discuss this aspect in much more than a passing way.]

CSEM Course Inventory

Course Title Description Prerequisites
CSE 380 - Tools and Techniques of Computational Science Advanced introduction to the practical use of high performance computing hardware and s... Read More... n/a
CSE 382G - Computer Graphics Advanced material in computer graphics, including in-depth treatments of techniques for... Read More... n/a
CSE 383C - Numerical Analysis: Linear Algebra Survey of numerical methods in linear algebra: floating-point computation, solution of ... Read More... n/a
CSE 383D - Numerical Analysis: Interpolation, Approximation, Quadrature, and Differential Equations Survey of numerical methods for interpolation, functional approximation, integration, a... Read More... n/a
CSE 383K - Numerical Analysis: Algebra and Approximation Advanced introduction to scientific computing, theory and application of numerical line... Read More... n/a
CSE 383L - Numerical Analysis: Differential Equations Advanced introduction to the theory and practice of commonly used numerical algorithms ... Read More... n/a
CSE 383M - Statistical and Discrete Methods for Scientific Computing Studies in probabilistic and statistical inference, statistical model fitting, computat... Read More... n/a
CSE 384K - Theory of Probability Three lecture hours a week for one semester. Computational Science, Engineering, and Ma... Read More... n/a
CSE 384L - Theory of Probability Continuation of Computational Science, Engineering, and Mathematics 384K and Mathematic... Read More... n/a
CSE 384R - Mathematical Statistics I The general theory of mathematical statistics. Includes distributions of functions of r... Read More... n/a
CSE 384S - Mathematical Statistics II Continuation of Computational Science, Engineering, and Mathematics 384R and Mathematic... Read More... n/a
CSE 384T - Regression Analysis Simple and multiple linear regression, inference in regression, prediction of new obser... Read More... n/a
CSE 384U - Design and Analysis of Experiments Design and analysis of experiments, including one-way and two-way layouts; components o... Read More... n/a
CSE 385M - Methods of Mathematical Physics I Theory of analytic functions; linear algebra and vector spaces; orthogonal functions; o... Read More... n/a
CSE 385N - Methods of Mathematical Physics II Continuation of Computational Science, Engineering, and Mathematics 385M and Physics 38... Read More... n/a
CSE 385R - Real Analysis Measure and integration over abstract spaces; Lebesgue's theory of integration and diff... Read More... n/a
CSE 385S - Complex Analysis Introduction to complex analysis. Three lecture hours a week for one semester. Computat... Read More... n/a
CSE 386C - Methods of Applied Mathematics Topics include basic normed linear space theory; fixed-point theorems and applications ... Read More... n/a
CSE 386D - Methods of Applied Mathematics Topics include distributions, fundamental solutions of partial differential equations, ... Read More... n/a
CSE 386L - Mathematical Methods in Science and Engineering Basic concepts in real and complex analysis, ordinary and partial differential equation... Read More... n/a
CSE 386M - Functional Analysis in Theoretical Mechanics An introduction to modern concepts in functional analysis and linear operator theory, w... Read More... n/a
CSE 389C - Introduction to Mathematical Modeling in Science and Engineering I First part of a two-part introduction to the elements of classical mechanics, physics, ... Read More... n/a
CSE 389D - Introduction to Mathematical Modeling in Science and Engineering II Second part of a two-part introduction to elements of classical mechanics, physics, che... Read More... n/a
CSE 190, 390 - Individual Research Individual study or research in computational science, engineering, and mathematics arr... Read More... n/a
CSE 392 - Topics in Computer Science Advanced topics in the theory and application of computer science. Recent topics includ... Read More... n/a
CSE 393 - Topics in Numerical Analysis Advanced topics in the theory and application of numerical analysis. Recent topics incl... Read More... n/a
CSE 393F - Finite Element Methods Derivation and implementation of the finite element method; basic coding techniques; ap... Read More... n/a
CSE 393H - Advanced Theory of Finite Element Methods Contemporary topics in the theory and application of finite element methods. Three lect... Read More... n/a
CSE 393N - Numerical Methods for Flow and Transport Problems Approximate solution methods for flow and transport problems in engineering and applied... Read More... n/a
CSE 394 - Topics in Probability and Statistics Advanced topics in the theory and application of probability and statistics. Recent top... Read More... n/a
CSE 396 - Topics in Applied Mathematics Advanced topics in the theory and application of applied mathematics. Recent topics hav... Read More... n/a
CSE 397 - Topics in Computational Science and Engineering Advanced topics in the theory and application of computational science and engineering.... Read More... n/a
CSE 698 - Thesis The equivalent of three lecture hours a week for two semesters. Offered on the credit/n... Read More... n/a
CSE 398R - Master's Report Preparation of a report to fulfill the requirement for the master's degree under the re... Read More... n/a
CSE 399W, 699W, 999W - Dissertation Independent study. Offered on the credit/no credit basis only. May be repeated for cred... Read More... n/a
CSE 390T - Training in the Teaching of Computational Science, Engineering, and Mathematics The equivalent of three lecture hours a week for one semester, arranged by mutual agree... Read More... n/a
CSE 397H - Graduate Research Internship Practical work experience in a research/industrial setting. Internship to be arranged b... Read More... n/a