mathLab/PINA

Physics-Informed Neural networks for Advanced modeling

1 good first / help-wanted issue · Python · last activity Sep 11, 2025

564 stars 81 forks 564 watchers Python MIT License

deep-learning differential-equations equation-learning hacktoberfest lightining machine-learning modeling neural-networks neural-operators ode pde physics-informed physics-informed-neural-networks pinn python pytorch pytorch-lightning torch-geometric

View on GitHub Website

1 Open Issue Need Help Last updated: Sep 11, 2025

Open Issues Need Help

View All on GitHub

Tutorial HTML export 6 months ago

documentation good first issue high priority maintenance

mathLab/PINA

564

Physics-Informed Neural networks for Advanced modeling

Python

#deep-learning#differential-equations#equation-learning#hacktoberfest#lightining#machine-learning#modeling#neural-networks#neural-operators#ode#pde#physics-informed#physics-informed-neural-networks#pinn#python#pytorch#pytorch-lightning#torch-geometric