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Neuralpde.jl ⭐ 864

Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

PyTorch Implementation of Physics-informed Neural Networks

Mljc Unito Projectx 2020 Public ⭐ 29

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

Nvidia Modulus Airfoil Optimisation ⭐ 20

Using NVIDIA modulus for airfoil optimizations at different angles.

Pinn Laminar Flow ⭐ 17

Physics-informed neural network for solving fluid dynamics problems

Sa Pinns ⭐ 17

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

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