Principles of Parallel Scientific Computing

Principles of Parallel Scientific Computing

A First Guide to Numerical Concepts and Programming Methods

Weinzierl, Tobias

Springer Nature Switzerland AG

02/2022

314

Mole

Inglês

9783030761936

15 a 20 dias

504

Descrição não disponível.
1. The Pillars of Science.- 2. Moore Myths.- 3. Our Model Problem.- 4. Floating Point Numbers.- 5. A Simplistic Machine Model.- 6. Round-off Error Propagation.- 7. SIMD Vector Crunching.- 8. Arithmetic Stability of an Implementation.- 9. Vectorisation of the Model Problem.- 10. Conditioning and Well-posedness.- 11. Taylor Expansion.- 12. Ordinary Differential Equations.- 13. Accuracy and Appropriateness of Numerical Schemes.- 14. Writing Parallel Codes.- 15. Upscaling Methods.- 16. OpenMP Primer.- 17. Shared Memory Tasking.- 18. GPGPUs with OpenMP.- 19. Higher Order Methods.- 20. Adaptive Time Stepping.
Scientific Computing;Numerical Simulation;Ordinary Differential Equations;Parallel Programming;Shared Memory Programming