Teaching
- Discrete Mathematics for Computer Science (ECS20)
- Introduction to programming and problem solving (ECS 30)
- Algorithm Design and Analysis (ECS 122A)
- Introduction to Scientific Computation (ECS 130)
- Large Scale Scientific Computing (ECS 231)
- Applied Parallel Scientific Computing (ECS 289F)
Publications
- Recent publications
- LAPACK Users' Guide, 3rd Edition, by E. Anderson, Z. Bai, C. Bischof, S. Blackford, J. Demmel, J. Dongarra, J. Du Croz, A. Greenbaum, S. Hammarling, A. McKenney, and D. Sorensen, xxvi+407 pages, SIAM, 1999
- Templates for the Solution of Algebraic Eigenvalue Problems: A Practical Guide, Z. Bai, J. Demmel, J. Dongarra, A. Ruhe and H. van der Vorst eds., SIAM, 2000, xxix+410 pages.
- From Self-consistency to SOAR: Solving Large-Scale Nonlinear Eigenvalue Problems, SIAM News, April 2006. (Webpage)
- Numerical Methods for Quantum Monte Carlo Simulations of the Hubbard Model, in ``Multi-Scale Phenomena in Complex Fluids'', Thomas Y. Hou, Chun Liu and Jian-Guo Liu eds., pp.1-110, Higher Education Press, 2009 (ISBN-9787040173581)
- More publications
Software
-
LAPACK
- Templates for the Solution of Algebraic Eigenvalue Problems: A Practical Guide
- PETAMAT: a collection of software for the project on ``Next Generation Multi-Scale Quantum Simulation Software for Strongly Correlated Materials'', including QUEST.
- NEP Collection in MatrixMarkt, a collection of test matrices for large scale nonsymmetric eigenvalue problems.
- SRRIT: simultaneous iteration method for calculating the dominant invariant subspace of a nonsymmetric matrix (Algorithm 776 in ACMS TOMS, Vol.23, 1997) article (pdf file)
- A simple tutorial on model order reduction of large scale dynamical systems
by Krylov subspace-based methods
Matlab routines
and test data and article (pdf file)
For information about the following software, please contact bai@cs.ucdavis.edu
- SUGAR: a simulation tool for MEMS devices
- PRISM: parallel research on invariant subspace methods for solving eigenvalue problems.
- Matlab codes for numerical computation of quadratic forms involving large-scale matrix functions
- Fortan routines of methods (QZ-based, matrix sign function, and inverse-free iteration) for solving generalized algebraic Riccati equations
Journal links
- ACM Transactions on Mathematical Software (ACM TOMS)
- SIAM Journal on Matrix Analysis and Applications (SIMAX)
- Journal of Computational Mathematics
Links
- Scientific Computing Group at LBL
- Melvyl
- Nick Higham's Matrix Computation Toolbox for MATLAB
- Professor Biswanath Mukherjee's talk ``How to be a Good Graduate
Student
video on YouTube and slide in pdf file - Eric Bai's prize-winning draw (8 years old)
