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cs.LG2026
Seismic Site Response Prediction from Sparse Observations Using Finite-Element-Pretrained Latent Dynamics
Yi Zhu, Su Chen, Xiaojun Li
Numerical site-response predictions often deviate from observations, yet correcting these discrepancies is difficult because records are limited in both sensor coverage and number…
cs.LG2026
Discovering Latent Response Laws in Forced Physical Systems
Yi Zhu, Su Chen, Xiaojun Li +1
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 i…