Giacomo Baldan

Physics vs Distributions: Pareto Optimal Flow Matching with Physics Constraints

Physics-constrained generative modeling aims to produce high-dimensional samples that are both physically consistent and distributionally accurate, a task that remains challenging due to often conflicting optimization objectives. Recent advances in flow matching and diffusion models have enabled eff…