Physics-informed Neural Networks: a simple tutorial with PyTorch

I assume that you are already familiar with neural networks, mathematical notation and calculus throughout this article. Physics-Informed Neural Networks (PINNs) [1] are all the rage right now (or at the very least they are on my LinkedIn). But what are they? In this article, I will attempt to motivate these types of networks and then present a straightforward implementation with PyTorch. Most of the implementations currently out there are either in Tensorflow or are have been overcomplicated. <a href="https://medium.com/@theo.wolf/physics-informed-neural-networks-a-simple-tutorial-with-pytorch-f28a890b874a">Read More</a>