Physics-Informed-Neural-Networks

This repository provides a PyTorch implementation of the physics informed neural networks by M.Raissi et al.

MIT License

Stars

Ecosystems: Jupyter Notebook

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Example problems in Physics informed neural network in JAX

Solving Inverse Physics Problems with Score Matching

Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil...

Diffusion properties at every time step

Welcome to the Physics-based Deep Learning Book (v0.2)

Differentiable, Hardware Accelerated, Molecular Dynamics

Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"

This repository contains implementations and illustrative code to accompany DeepMind publications