Physics Applications - Researcher
Vinci, Palo Alto HQ
About the job
The Mission
At Vinci, we are building the operator intelligence infrastructure that modern hardware programs rely on daily. We have already proven that a single foundation model works out of the box across physics on realistic production workloads.
- Trained on PetaBytes of structured physics data
- Running billion-voxel inference in production
- Tier-1 semiconductor and hardware customers
- Operating across multiple physical scales and operator regimes
We are scaling deployment at industrial magnitude
- Increase simulation throughput by two orders of magnitude
- Expand simulation capabilities to maximize utility and domain coverage
- Support global, multi-entity deployment across Tier-1 ecosystems
- Our ambition is to become the default operator intelligence layer that hardware companies run on
Solving Across Space and Time
Our proven unified model architecture allows users to rapidly obtain steady state solutions of various partial differential equations. We are expanding this capability into the transient domain, modeling interactions, deformation and dynamics. These are promising applications where Vinci’s approach can not only reduce the compute load but also achieve greater accuracy.