There's some work being done in GPU-accelerated fluid/smoke simulations, like Axiom for Houdini[1] - but to be honest, it seems like the AI use case is very heavily implied. Most simulations are still being done via CPU/RAM.

[1] https://www.theoryaccelerated.com/