FluidFlow: a flow-matching generative model for fluid dynamics surrogates on unstructured meshes

Implement a flow-matching framework specifically tailored for fluid dynamics on unstructured meshes. This provides a scalable surrogate model that outperforms traditional grid-based approaches.

Suggested repo: fluid-flow-matching

"Simulate complex fluids in a fraction of the time with generative flow-matching."

Estimated effort: 120h