NVIDIA Modulus: Open-Source Physics-ML Models Platform

Using a straightforward Python interface, NVIDIA Modulus is an open-source platform for creating, refining, and training Physics-ML models

Personalize Models Advanced pretrained models from the NVIDIA NGC library can be downloaded, expanded upon, and customized

Near-Real-Time Deduction Use AI surrogate models to simulate in almost real time by creating digital twins of your physical systems

Utilize NVIDIA AI to Scale Scale training performance from a single GPU to multi-node implementations by utilizing NVIDIA AI

Increase productivity using Pythonic API interfaces that are simple to program and error messages that are straightforward to understand

Make use of top-notch software with enterprise-level development, comprehensive validation and documentation, and tutorials for beginners

From importing geometry to adding PDEs and extending the training to multi-node GPUs, Modulus offers an end-to-end pipeline for training Physics-ML models