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…