Scientific Computing

Scientific computing research is at the intersection of mathematics and computer science, using advanced computing capabilities to solve complex problems.

Topics

High-performance dense linear algebra algorithms and implementations
Natural intelligence algorithms
Cosmological visualization
Pseudorandomness
Randomness
Domain-specific compilers
Domain-specific compilers
Verification of numerical codes
Parallel algorithms
Extreme-scale scientific computing
Performance modelling
Numerical methods and analysis of ODEs and PDEs
Solution of large sparse linear systems
Numerical software
High performance scientific computing
Computational finance
Stochastic models
Stochastic simulation
Effective software for systems of ODEs, DDEs and related problems
Sensitivity analysis of ODE solver

Faculty & Researchers

Faculty & Researchers
Affiliated & Emeritus
Chandrajit Bajaj
Professor
Siddhartha Chatterjee
Professor of Instruction
Inderjit Dhillon
Professor
Shyamal Mitra
Associate Professor of Instruction
Margaret Myers
Lecturer
Keshav Pingali
Professor
Field G. Van Zee
Research Scientist
Etienne Vouga
Associate Professor
Don Batory
Professor Emeritus
George Biros
Professor, Oden Institute, Department of Mechanical Engineering
Karen E. Willcox
Director, Oden Institute for Computational Engineering and Sciences

Centers & Labs

Computational Visualization Center
Data Mining Laboratory
Scientific Computing and Numerical Analysis

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