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physics.data-an2026
Track finding and particle identification performance with particle physics foundation models
Shuhang Li, Haiwang Yu, Gabor Galgoczi +9
Modern high energy nuclear and particle physics experiments produce large amounts of sparse data that must be reduced significantly in size before performing physics analysis. Rece…
cs.LG2026
Rethinking Time Series Domain Generalization via Structure-Stratified Calibration
Jinyang Li, Shuhao Mei, Xiaoyu Xiao +3
For time series arising from latent dynamical systems, existing cross-domain generalization methods commonly assume that samples are comparably meaningful within a shared represent…