Physics Informed Neural Networks (PINNS) CRG Seminar: Dr. Charles Cheung

In this tutorial, we will walk through the basic of AI methodology such as Physics Informed Neural Network (PINNs), Neural Operator, etc for solving physical problems. i.e., PDE problem. We will introduce PhysicsNeMo, an SDK for training PINNs and other AI model. A few cases study such as Simulating the Projectile Motion ODE and Forecasting Weather using Navier Stoke equation will be discussed.

Students may pre-install PhysicsNeMo in their computer. Here is the install guide: https://github.com/NVIDIA/physicsnemo?tab=readme-ov-file#installation