ST-Numerical Algorithms
Objectives: Provide a practical understanding of matrix computations for science, engineering and industrial applications; provide solid foundations in computational linear algebra; introduction to parallel computing and programming practices. Contents: Introduction to Scientific Computing, basic numerical techniques of linear algebra and their applications, Data formats and Practices, matrix computations with an emphasis on solving sparse linear systems of equations and eigenvalue problems, parallel architectures and parallel programming with Open MP, MPI and hybrid.