Course Description
Study of computer science techniques and tools that support computational sciences and engineering. Emphasis will be on visualization, performance evaluation, parallel computing, and distributed computing. Prerequisites: CS-115, CS/EE-380, and engineering standing.
(Picture courtesy of CSEP)
Requirements and Goals
Students need a knowledge of programming in a modern object oriented language and a basic knowledge of machine organization and architecture.
Students will learn about hardware and software support for high performance computing. They will learn to select algorithms and develop code for computing in a parallel (or distributed computing) environment. They will learn about benchmarking, optimization, and visualization. The course will include a hands on component utilizing a parallel computing environment.
Textbook and Course Outline
The course will follow, where still appropriate, the lecture notes of the Computational Science Educational Project (CSEP). The lectures will cover the following topics:
- An Overview Of Computational Science (Douglas)
Powerpoint Html- Scientific Visualization in High Performance Computing (Payne/Hsiao)
Powerpoint Html- Networks (Snyder/Petty)
Powerpoint Html- Computer Architecture (Petty/Snyder)
Powerpoint Html- Cache Designs and Tricks (Douglas)
Powerpoint Html- Tutorials for Network and Visualization Tools (Hsiao/Payne)
Powerpoint Html- Tutorials for MPI (Satish/Douglas)
Powerpoint Html
and OpenMP (Satish/Douglas)
Powerpoint Html- Numerical Linear Algebra (Walters/Douglas)
Powerpoint Html- Mathematical Optimization (Hsiao/Walters)
Powerpoint Html- Ordinary Differential Equations (Carr/Douglas)
Powerpoint Html- Some High Performance Computing Issues in PDEs (Douglas/Walters)
Powerpoint Html- Random Number Generators (Snyder/Satish)
Powerpoint Html- Monte Carlo Methods (Payne/Petty)
Powerpoint Html- Case Studies
- Ocean Models (Snyder)
Powerpoint Html- Chaos from Nonlinear Mappings (Carr)
Powerpoint Html- Mutational Meltdown of Endangered Species (Walters)
Powerpoint Html- Seismic Wave Propagation and Inversion (Petty)
Powerpoint Html- Direct and Inverse Bioelectric Fields Problems (Payne)
Html- Monte Carlo Surface to Surface Particle Transport (Satish/Hsiao)
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