Welcome to PINA’s documentation!#

Physics Informed Neural network for Advanced modeling (PINA) is an open-source Python library providing an intuitive interface for solving differential equations using PINNs, NOs or both together.

Based on PyTorch and PyTorchLightning, PINA offers a simple and intuitive way to formalize a specific (differential) problem and solve it using neural networks . The approximated solution of a differential equation can be implemented using PINA in a few lines of code thanks to the intuitive and user-friendly interface.

For further information or questions about PINA contact us by email.