OpenFOAM and Machine Learning Hackathon
machine-learning hackathon deep-reinforcement-learning openfoam physics-informed-neural-networks smartsim nvidia-modulus
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Jun 2, 2025 - C++
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nvidia-modulus
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Using NVIDIA modulus for airfoil optimizations at different angles.
physics nvidia computational-physics partial-differential-equations differential-equations numerical-methods physics-simulation solvers fluid-dynamics computational-fluid-dynamics simnet computational-fluid-simulation pinns physics-informed-neural-networks nvidia-modulus nvidia-simnet filtered-differentiation numerical-equation-solvers
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Apr 5, 2023 - Python
My manuals on working with Sunbird HPC cluster
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Dec 2, 2024 - Jupyter Notebook
Disrupting legacy CAE: Transitioning $O(n^3)$ classical solvers to $O(1)$ GPU-accelerated AI surrogates. Achieving $100,000\text{x}$ speedups using NVIDIA CUDA-X and PINNs.
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Mar 11, 2026 - Jupyter Notebook
Post-Training Quantization for MeshGraphNet Physics-Based ML Model: Cardiovascular Flow Simulation Implementation
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Jul 12, 2024 - Python
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