Xiaochao Deng

Condition-Aware Graph Flow Matching for Modeling the Distributions of Complex Physical Systems

Accurately modeling the full distributions of possible states is crucial for understanding statistical properties and enabling reliable predictions in complex, unsteady physical systems. Recently, diffusion models and flow matching have shown promise in these tasks. However, they remain limited in u…