Build AI Models for Crash Analysis with NVIDIA PhysicsNeMo

Learn how to build AI models that use crash simulation data to predict how vehicle structures deform, helping engineers evaluate more designs faster. This video walks through the NVIDIA PhysicsNeMo workflow, from preparing meshes, design variables and time-series data to training and evaluating an AI surrogate model. Compare one-shot, time-conditional and autoregressive prediction approaches, and see how an optional guardrail can flag unfamiliar inputs for further review. Get started with the PhysicsNeMo crash training recipe and companion bumper-beam notebooks covering data preparation, model