Source Anchoring for Physical Consistency in Flow Matching Models

Giulia Romoli, Filippo Ruffini, Paolo Soda

Deep generative models are used to solve partial differential equations and model distributions of physical system states, but ensuring that the generated samples satisfy the gover…