Computational Physics

20.

High-Performance Computing

20.1.

Parallel Computing Concepts

20.1.1.

Flynn's Taxonomy

20.1.2.

20.1.3.

20.2.

Shared Memory Programming

20.2.1.

20.2.2.

20.2.3.

20.3.

Distributed Memory Programming

20.3.1.

Message Passing Interface

20.3.2.

Point-to-Point Communication

20.3.3.

Collective Communication

20.4.

20.4.1.

CUDA Programming

20.4.2.

Memory Hierarchy

20.4.3.

Kernel Optimization

20.5.

Performance Optimization

20.5.1.

Profiling Tools

20.5.2.

Memory Optimization

20.5.3.

20.5.4.

Cache Optimization

20.6.

Workflow Management

20.6.1.

20.6.2.

Resource Management

20.6.3.

Data Management

20.6.4.

Reproducibility

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19. Applications in Fluid Dynamics

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1. Introduction to Computational Physics