Petros Koumoutsakos: Catalogue data in Autumn Semester 2018 |
| Name | Dr. Petros Koumoutsakos |
| URL | http://www.cse-lab.ethz.ch/index.php?&option=com_content&view=article&id=100&catid=38 |
| Department | Mechanical and Process Engineering |
| Relationship | Full Professor |
| Number | Title | ECTS | Hours | Lecturers | |
|---|---|---|---|---|---|
| 151-0107-20L | High Performance Computing for Science and Engineering (HPCSE) I | 4 credits | 4G | P. Koumoutsakos | |
| Abstract | This course gives an introduction into algorithms and numerical methods for parallel computing for multi and many-core architectures and for applications from problems in science and engineering. | ||||
| Learning objective | Introduction to HPC for scientists and engineers Fundamental of: 1. Parallel Computing Architectures 2. MultiCores 3. ManyCores | ||||
| Content | Parallel Programming models and languages (OpenMP, MPI). Parallel Performance metrics and Code Optimization. Examples based on grid and particle methods for solving Partial Differential Equations and on fundamentals of stochastic optimisation and machine learning. | ||||
| Lecture notes | http://www.cse-lab.ethz.ch/teaching/hpcse-i_hs18/ Class notes, handouts | ||||