Hongyi Ye

Incomplete Data, Complete Dynamics: A Diffusion Approach

Learning physical dynamics from data is a fundamental challenge in machine learning and scientific modeling. Real-world observational data are inherently incomplete and irregularly sampled, posing significant challenges for existing data-driven approaches. In this work, we propose a principled diffu…