arxivcs.LG2026-07-09
Discovering Latent Response Laws in Forced Physical Systems
Yi Zhu, Su Chen, Xiaojun Li, Xiuli Du
Governing equations provide compact descriptions of physical systems, yet the variables in which they are simple are often hidden in high-dimensional measurements. This challenge is sharper for forced systems, whose responses depend on both intrinsic dynamics and time-dependent i…