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Implementation of a Numerical Simulation in Python

Talkat PyOhio 2010 · on Saturday, 2010-07-31· [python, machine-learning]

Shows how Python (with NumPy/SciPy), database access, networking, and optimization techniques can be used to implement numerical simulations, using an aerothermal turbofan engine model as a concrete example. The engine is modeled as discrete components (compressors, turbines, flow parts) mapped to Python’s object-oriented design, and the talk also covers approaches for parallelizing simulations in Python without commercial parallelization packages.

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