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  1. PINNs-for-wave-equation PINNs-for-wave-equation Public

    Forked from Yuanxin-Xia/PINNs-for-wave-equation

    Forward problem and inverse problem

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  2. Physics-Informed-Deep-Learning-Solid-and-Fluid-Mechanics Physics-Informed-Deep-Learning-Solid-and-Fluid-Mechanics Public

    Forked from alexpapados/Physics-Informed-Deep-Learning-Solid-and-Fluid-Mechanics

    Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube problems and plane stress linear elasticity boundary value problems

    Python

  3. NeuralSolvers NeuralSolvers Public

    Forked from Photon-AI-Research/NeuralSolvers

    Neural network based solvers for partial differential equations and inverse problems 🌌. Implementation of physics-informed neural networks in pytorch.

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  4. PINNs_wave_equation PINNs_wave_equation Public

    Forked from DCN-FAU-AvH/PINNs_wave_equation

    An implementation of Physics-Informed Neural Networks (PINNs) to solve various forward and inverse problems for the 1 dimensional wave equation.

    Python

  5. pinns_heat pinns_heat Public

    Forked from DCN-FAU-AvH/pinns_heat

    In this repository we give some basic intuitions of PINNS and how to implement it for heat equation.

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  6. sciann sciann Public

    Forked from ehsanhaghighat/sciann

    Deep learning for Engineers - Physics Informed Deep Learning

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