STEM / applied
Computational physics · Undergraduate · Physics
Topics
High-performance practice
- Vectorization vs explicit loops
- Parallel computing with multiprocessing or MPI intro
- GPU acceleration overview (CUDA/JAX)
- Profiling and bottleneck identification
- Benchmarking against analytic solutions
Domain applications
- N-body gravity simulations
- Ising model and phase transitions
- Finite-difference Maxwell solvers (1D)
- Quantum time evolution with split-operator
- Parameter sweeps for lab instrument design
Software engineering for science
- Modular code structure and unit tests
- Documenting APIs for lab groups
- Containerization for shared environments
- Continuous integration for research code
- Publishing supplemental simulation data
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$60.00 · 60 min · Undergraduate · Online ($60/hr)
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