Preprint Open access
PMosFM: Preconditioned Manifold Matching for One-Step Physics-Constrained Generation
Physics-constrained generative models aim to generate physical fields that match a target distribution and satisfy prescribed constraints. However, enforcing these constraints often increases sampling costs through iterative corrections or training costs through residual optimization and trajectory unrolling. To addres …