physical-informed

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Leibniz is a python package which provide facilities to express learnable partial differential equations with PyTorch

python cnn pytorch resnet differential-equations unet pde bottleneck senet pytorch-cnn unet-3d unet-pytorch adjoint-method pytorch-implementation resunet learnable hyperbolic-block physical-informed

Utilized PINNs to fit 1D curves and 2D Burgers' Equation

pytorch burgers-equation pinns physical-informed

Studies on Physics-Informed Neural Networks (PINNs) for solving problems governed by partial differential equations.

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