Physics Informed Neural Networks: Dr. Charles Cheung
Topic
Tutorial on modeling physical problem with AI using PINNs and PhysicsNeMo
Speakers
Details
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
Event Type
Scientific, Workshop
Date
September 10, 2025
Time
-
Location
Registration