CS 598 APK
CS 598 APK - Fast Algor & Integral Equat.'s
Spring 2024
Title | Rubric | Section | CRN | Type | Hours | Times | Days | Location | Instructor |
---|---|---|---|---|---|---|---|---|---|
Fast Algor & Integral Equat.'s | CS598 | APK | 69012 | S7 | 4 | 1100 - 1215 | T R | 1302 Siebel Center for Comp Sci | Andreas Paul Eberhard Kloeckner |
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Official Description
Subject offerings of new and developing areas of knowledge in computer science intended to augment the existing curriculum. See Class Schedule or departmental course information for topics and prerequisites. Course Information: May be repeated in the same or separate terms if topics vary.
Section Description
Near-linear-complexity ("fast") numerical algorithms and related numerical methods, mainly for the numerical solution of elliptic partial differential equations, such as Laplace, Helmholtz, Stokes, Maxwell's, or elasticity. Numerical rank, complexity/accuracy trade-offs, notions of convergence. Multi-level compression schemes. Tree codes, Fast Multipole Methods. Potential Theory and Integral Equations. Quadrature. Fast, compression-based, linear-time direct solvers based, randomized linear algebra. Fast function
transforms: Uniform and non-uniform FFTs, Butterfly algorithms. Prerequisites: Linear Algebra, programming experience, some exposure to Partial Differential Equations.
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Last updated
8/24/2015