Victor Eijkhout

Research Scientist
HPC Software Tools

Phone: 512-471-5809 | Email:

Victor joined TACC in 2005 as a Research Scientist in the High Performance Computing group. He conducts research in linear algebra, scientific computing, on which he has written a widely used textbook, parallel programming, machine learning. Before coming to TACC, he held positions at the University of Illinois, the University of California at Los Angeles, and the University of Tennessee in Knoxville.

Areas of Research

  • Numerical Linear Algebra
  • Parallel processing
  • Performance optimization
  • Machine learning
  • Component software


  • Society for Industrial and Applied Mathematics (SIAM)


To see Victor’s Textbooks, please visit:


Ph.D., Mathematics,
University of Nijmegen (the Netherlands), 1990