A Step-by-Step Coding Tutorial on NVIDIA PhysicsNeMo: Darcy Flow, FNOs, PINNs, Surrogate Models, and Inference Benchmarking
In this tutorial, we implement NVIDIA PhysicsNeMo on Colab and construct a sensible workflow for physics-informed machine studying. We begin by organising the setting, producing information for the 2D Darcy Flow drawback, and visualizing the bodily fields to obviously perceive the educational job. From there, we implement and practice highly effective fashions such because the…
