Physics Lab
CFD, structural, thermal, and mesh generation via API. OpenFOAM + NVIDIA Apollo neural surrogates + PhysicsNeMo. 500x speedup over traditional solvers. No GPU cluster required.
What's inside
CFD Simulation
OpenFOAM + NVIDIA Apollo neural surrogates. Simulate aerodynamics, turbulence, heat exchange. Returns drag, lift, residuals, and derived quantities. Synopsys reports 500x speedups with Apollo.
Finite-Element Structural
Stress, strain, displacement, natural frequencies. Neural FEA surrogates trained on orders-of-magnitude more configurations than traditional solvers.
Thermal Analysis
Steady-state and transient thermal distributions from heat sources. Perfect for electronics cooling, battery management, and HVAC design.
Mesh Generation
CAD geometry to computational mesh. Tetrahedral + hex elements with quality metrics. No GMSH installation, no licensing headaches.
FAQ
What's NVIDIA Apollo?›
Apollo is NVIDIA's open family of AI physics models for CFD, structural mechanics, and electromagnetics, launched at SC25. Combined with PhysicsNeMo training framework, it delivers 500x speedups over traditional solvers while matching high-fidelity accuracy.
Do you support real OpenFOAM?›
Yes. The OpenFOAM solver runs natively for users who need ground-truth physics. Neural surrogates are the fast path for iterative design; OpenFOAM is the verification path.
What's OpenFOAMGPT 2.0?›
A multi-agent LLM system that automates OpenFOAM workflows end-to-end — mesh generation, boundary conditions, solver selection, post-processing. We're watching it closely for integration.
Is this production-grade for automotive / aerospace?›
The API surface and deterministic mock mode are production-ready. Real GPU workers activate as RunPod endpoints are provisioned. For certified automotive/aerospace workflows, always validate against established solvers.
What's the TAM for this?›
Automotive, aerospace, energy, consumer electronics, and HVAC all run massive CFD workflows. The market for AI physics simulation is projected at $12B+ by 2030 (35% CAGR).