Fluid-DiT: Graph-Free Diffusion Transformers for Fluid Flow Simulations Learning

Shentong Mo, Guolin Ke

Simulating complex fluid flows requires capturing full equilibrium distributions rather than just mean trajectories, yet high-fidelity solvers remain computationally prohibitive. R…