Stabilizing PDE--ML coupled systems

Saad Qadeer, Panos Stinis, Hui. Wan

A long-standing obstacle in the use of machine-learnt surrogates with larger PDE systems is the onset of instabilities when solved numerically. Efforts towards ameliorating these h…