2 papers
cs.LG2026
SepsisLens: Structure-Preserving Sequence Modelling for Decomposable Early Sepsis Warning
Yikun Ou, Wei Li
Early sepsis warning from ICU records can be cast as a structure-preserving prediction problem. A model needs to detect deterioration from irregular measurements while keeping each…
cs.LG2026
Inferring physical fields in coupled systems with unknown parameters from incomplete observations using physics-constrained attentive neural operators
Shilun Wei, Xiaoqiang Sun, Wei Li +1
Given incomplete measurements of a single physical field in a coupled system with unknown parameters, can we infer its full physical state and identify the underlying parameters? T…