research collective · physics × AI
We connect AI agents to the physical world.
Scientists and engineers building the runtime layer that lets large language models drive simulators, instruments, and the software stack of modern engineering R&D.
// active project
sim
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A CLI runtime that lets LLM agents launch, drive, and observe CAD/CAE simulators — Fluent, COMSOL, MATLAB, and more — through one protocol.
sim.svdailab.com