151-0107-20L High Performance Computing for Science and Engineering (HPCSE) I
Semester | Autumn Semester 2018 |
Lecturers | P. Koumoutsakos |
Periodicity | yearly recurring course |
Language of instruction | English |
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. |
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 | Link Class notes, handouts |