WHAT WE DO

Simulation Intelligence

“We can not solve our problems with the same level of thinking that created them.” -Einstein

Simulation Intelligence describes the merger of AI, simulation, and scientific computing (Lavin et al. '21). Pasteur's quadrant describes a class of R&D that seeks fundamental understanding of scientific problems, while also having immediate use for society. Pasteur Labs' work exemplifies this approach: our in-silico playgrounds enable human-machine teams to tackle the most pressing challenges in industrial R&D, defense, and energy security.

PASTEUR LABS is pioneering simulation intelligence (SI), bringing research advances into production-grade simulation systems so engineers and scientist can translate their R&D into real-world deployments in hours rather than months. Our SI technologies and products deliver unparalleled engineering speed and rigor—the real AI advantage is accelerating your engineers and the synergies between them.

→ Lavin et al. 2021, Simulation Intelligence: Towards a New Generation of Scientific Methods [preprint pdf]
→ Schmidt et al. 2021, National Security Commission on Artificial Intelligence [full pdf]
→ Lavin et al. 2022, Technology Readiness Levels for Machine Learning Systems [nature article]


DIFFERENTIABLE PHYSICS PROGRAMS & PIPELINES



Why get a simulation to accomplish 1 thing, vs a simulator to run 1000s? Competitors provide you with one-off CAE solutions or narrow surrogate models. Pasteur's products give you computational engineering programs—flexible and adaptive, at the speed of need.

SI Platform is the only true AI-native system—that is, Pasteur's patent-pending end-to-end differentiable physics programs & CAxML data interfaces—for Computational Engineers & Scientists to build in synergy with ML/AI Engineers and CAE Data Scientists.



The Platform of SI Products & Tools



Approaches to CAxML and AI-driven Engineering




For defense applications, check out this two-pager, and reach out for details.


Use-inspired Research


Check out our recent research papers and talks here.