SHIFT

Instant Momentum for your Physics AI Deployment

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Pre-Trained Physics AI Models

SHIFT models are trained on large-scale simulation datasets generated using Luminary's platform

3 Steps to use SHIFT

Deploy a trained model in hours rather than months with Luminary + SHIFT Models

1/ Generate data

Use the Luminary notebook to quickly generate a simulation database tailored to your design space

2/ Fine-tune SHIFT Model

Select a pre-trained SHIFT model and fine tune it with your new database

3/ Perform inference

Get fast, accurate physics predictions in your design tool of choice via model inference

Why Shift

Get to market faster with insights from physics predictions in seconds

High Quality Data

Don’t compromise on scale with thousands of samples per model
Deep simulation expertise informs data generation and validation
Co-developed with industry partners

Quick-start Ready

Get actionable insights in hours rather than months
Require less data to capture the design space
Save on model development costs

Customizable

Fine-tune on design-specific data for greater accuracy
Improve generalizability with models trained on large datasets
Built on modern, scalable model architecture

High Quality Data

Don’t compromise on scale with thousands of samples per model
Deep simulation expertise informs data generation and validation
Co-developed with industry partners

Quick-start Ready

Get actionable insights in hours rather than months
Require less data to capture the design space
Save on model development costs

Customizable

Fine-tune on design-specific data for greater accuracy
Improve generalizability with models trained on large datasets
Built on modern, scalable model architecture

Available Models and Datasets

A suite of Physics AI models and datasets

AUTOMOTIVE

SHIFT-SUV

The first and largest foundation model for SUV aerodynamics

Trained on a dataset of over 1k 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

Download Sample Dataset

Get Full Dataset

Distributed under the open source CC-BY-NC license

"The Physics AI solution built with the Luminary Cloud SHIFT-SUV foundation model and Blender integration provides immediate insights into vehicle performance that designers and engineers need."

Fong Loon Pan

Principal Aero Design Lead, Honda

More Coming Soon

Automotive

Aerospace & Defense

Turbomachinery