Jul 2026
Discovering Latent Response Laws in Forced Physical Systems
FLARE is a forced latent autoencoder for response equations that learns compact response coordinates, identifies sparse input-dependent latent dynamics and decodes equation rollouts to full responses, and predicts long-horizon high-dimensional responses under inputs not used for training.
Yi Zhu, Su Chen, Xiao-Jun Li et al.
· arXiv.org · 0 citations