Top 3 pinns open source projects

Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]

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python deep-learning neural-network tensorflow scientific-computing neural-networks pdes sciml pinns physics-informed-learning adaptive-pinns stiff-pdes

MLJC-UniTo-ProjectX-2020-public

Public repository for the proposal “Physics-Informed Machine Learning Simulator for Wildfire Propagation” - MLJC University of Turin - ProjectX2020 Competition (UofT AI)

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Jupyter Notebook fortran julia TeX c Makefile machine-learning neural-network partial-differential-equations differential-equations wrf scientific-machine-learning neural-pde pinns wildfire-propagation sci-ml

Physics-Informed-Neural-Networks

Investigating PINNs

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Jupyter Notebook python matlab pde-solver pinns

1-3 of 3 pinns projects