Pretraining eliminates the cold start. Adapt simulators to your geometry and physics in hours, not the thousands of simulations classical ML methods require.
Sub-minute inference for pressure, velocity, and temperature across meshes 100M+ nodes. No coarsening. No approximation. Drop into your existing CAE pipeline without re-engineering your workflow.
Sparse attention scales linearly with mesh resolution. Handle industrial geometries that choke conventional solvers — turbine blades, crash structures, reactor components.
Full-engine thermal and aerodynamic simulation at aerospace-grade fidelity. Cut design iteration from weeks to hours.
Pressure distributions, thermal gradients, vibrational modes, resolved in a single inference pass.
Ffull-vehicle crash simulation. Direct integration with existing CAE formats.
Fewer physical prototypes. Faster homologation. No loss of regulatory accuracy.
Terrain-level airflow analysis, atmospheric weather impact, and electromagnetic field modeling.
Handles the scale and physical complexity of open-environment and high-frequency conditions.
High-fidelity impact and real-time aerodynamic simulation at the pace of operational decisions.
From vehicle survivability to munition dispersion in the field, full physics with no compromises on accuracy.
STL, VTK, or any standard format. Auto pre-processing and tokenization.
50 simulation samples. Adapts to your physics domain in 24h on one GPU.
Sub-minute inference. Full-resolution pressure, temperature, stress fields.
Compare against reference runs. Export to your existing post-processing stack.
Join industrial leaders in accelerating your design cycles. Our models integrates with your existing CAE pipeline in days, not months.