Instant Momentum for your Physics AI Deployment

Production-ready Physics AI models to jumpstart your engineering workflows. Start with a pre-trained model and customize it to your needs.

Aerodynamic flow simulation of a Collaborative Combat Aircraft

Pre-Trained Physics AI Models

Jumpstart your Physics AI deployment with production-ready models trained on large-scale simulation datasets across key industries.


Available Models and Datasets

Explore our growing library of pre-trained Physics AI models, each backed by rigorously generated simulation datasets.


Automotive
SHIFT-SUV visualization
  • Trained on a dataset of over 1,000 transient DES simulations.
  • Geometries generated by parametrically morphing the AeroSUV platform.
  • Simulations performed using Luminary's scale-resolving DES solver.
  • NVIDIA PhysicsNeMo DoMINO model trained on the simulation dataset.

Aerospace
SHIFT-Wing visualization
  • Trained on a dataset of over 3,000 RANS simulations.
  • Geometries generated by parametrically morphing the wing platform.
  • Simulations performed using Luminary's scale-resolving DES solver.
  • NVIDIA PhysicsNeMo DoMINO model trained on the simulation dataset.

Defense
SHIFT-CCA visualization
  • Trained on a dataset of approximately 4,000 high-fidelity CFD simulations.
  • Geometries generated by parametrically morphing the CCA platform.
  • Simulations performed using Luminary's scale-resolving DES solver.
  • NVIDIA PhysicsNeMo DoMINO model trained on the simulation dataset.

Marine
SHIFT-Submarine visualization
  • Trained on a dataset of over 4k RANS simulations and growing
  • Geometries were generated by parametrically varying a proprietary submarine model
  • Luminary Mesh Adaptation was used simulate submarine hydrodynamics with high accuracy
  • NVIDIA PhysicsNeMo DoMINO model trained on the simulation dataset

Industrial
SHIFT-Pump visualization
  • Trained on a dataset of over 5,500 high-fidelity RANS simulations.
  • Geometries generated by parametrically morphing the pump platform.
  • Simulations performed using Luminary's high-fidelity, GPU-native CFD solver.
  • NVIDIA PhysicsNeMo DoMINO model trained on the simulation dataset.

Tailored Models.

Need a model built for your specific application? Work with our team to develop a custom Physics AI model tailored to your engineering requirements.

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