This project demonstrates a powerful, modern approach to solving complex physics problems using deep learning. It features a Physics-Informed Neural Network (PINN) implemented in PyTorch to solve the ...

Physics-informed neural networks (PINNs) represent a burgeoning paradigm in computational science, whereby deep learning frameworks are augmented with explicit physical laws to solve both forward and ...