2025 High Performance Computing Practical Lecture 0.1 Short Introduction to SSH & UNIX Part1 👨💻
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- เผยแพร่เมื่อ 6 ก.พ. 2025
- 2025 High Performance Computing Practical Lecture 0.1 Short Introduction to SSH & UNIX Part1 👨💻
Advanced Scientific Computing
16 university lectures with additional practical lectures for hands-on exercises in context
The University of Iceland, School of Engineering and Natural Sciences
Faculty of Industrial Engineering, Mechanical Engineering and Computer Science
Spring 2025
Course Outline
1. High Performance Computing
2. Parallel Programming with MPI
3. Parallelization Fundamentals
4. Parallel Programming with OpenMP
5. Accelerators & Graphical Processing Units
6. Introduction to Deep Learning
7. Distributed Deep Learning & Applications
8. Computational Fluid Dynamics (CFD)
9. CFD & Parallel Computing
10. OpenFoam Software & CFD Applications
11. Deep Sequence Models & CFD Applications
12. Lattice Boltzmann & CFD Applications
13. Transformer Models & CFD Applications
14. Hyperparameter Optimization & AutoML
15. Green Energy & HPC Applications
16. Epilogue
