Supercharge your designs with insights from large-scale simulation datasets
Engineering design applications
Physics AI
Train AI surrogate models on high-fidelity simulation datasets for near real-time physics predictions to power digital twins of your products.
Benefits
We handle geometry preparation, compute scaling, and data management—perfect for big Physics AI training sets.
Luminary & NVIDIA: Virtual Wind Tunnel powered by Physics AI
Benefits
We handle geometry preparation, compute scaling, and data management—perfect for big Physics AI training sets.
GPU-native for lightning-fast data generation
Automation to reduce friction at every stage of the workflow
Extensible, end-to-end solution integrates seamlessly into your ML pipeline
Design Exploration
Rigorous engineering design requires systematic exploration of every corner of the design space to converge on a robust, high-performing design.
Benefits
High-throughput orchestration frees you to test ideas without constraints.
Rune Aero design exploration
Benefits
High-throughput orchestration frees you to test ideas without constraints.
Automated mesh adaptation to ensure accurate, robust results
SDK-driven workflows to flexibly run large parametric sweeps
Parallel simulations for faster execution
Optimization
Balance competing performance goals — like drag vs. lift or heat transfer vs. material constraints — using large-scale data and sensitivity analysis to guide you toward optimal solutions.
Benefits
Our integrated, extensible platform enables you to quickly converge on an optimal design.
U-Bend Pipe Optimization
Benefits
Our integrated, extensible platform enables you to quickly converge on an optimal design.
Seamless integration with CAD and optimization software via Luminary’s SDK
Fully differentiable solvers with sensitivity analysis, including adjoint methods
Load large simulation datasets in seconds for post-processing
Achieve real business outcomes
Muller Co. avoided $100,000 of potential prototyping costs and 2 months of predicted engineering time, within 2 months of using Luminary Cloud.
Piper Aircraft took just 30 minutes to setup and run a complete simulation, compared to 7 days just to prepare a mesh with other tools.
Joby Aviation experienced 10x engineer productivity gains, reducing time from CAD to results, compared to Joby's previous solutions.