Computational Physics

  1. High-Performance Computing
    1. Parallel Computing Concepts
      1. Flynn's Taxonomy
        1. Amdahl's Law
          1. Scalability
          2. Shared Memory Programming
            1. OpenMP
              1. Thread Safety
                1. Load Balancing
                2. Distributed Memory Programming
                  1. Message Passing Interface
                    1. Point-to-Point Communication
                      1. Collective Communication
                      2. GPU Computing
                        1. CUDA Programming
                          1. Memory Hierarchy
                            1. Kernel Optimization
                            2. Performance Optimization
                              1. Profiling Tools
                                1. Memory Optimization
                                  1. Vectorization
                                    1. Cache Optimization
                                    2. Workflow Management
                                      1. Job Scheduling
                                        1. Resource Management
                                          1. Data Management
                                            1. Reproducibility

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                                          1. Introduction to Computational Physics