Yingfan Hua

Pixel2Phys: Distilling Governing Laws from Visual Dynamics

Discovering physical laws directly from high-dimensional visual data is a long-standing human pursuit but remains a formidable challenge for machines, representing a fundamental goal of scientific intelligence. This task is inherently difficult because physical knowledge is low-dimensional and struc