Physics-Informed Neural Networks for PDE-Constrained Optimization and Control
Jostein Barry-Straume, Arash Sarshar, Andrey A. Popov, Adrian Sandu
Physics-Informed Neural Networks for PDE-Constrained Optimization and Control
Jostein Barry-Straume, Arash Sarshar, Andrey A. Popov, Adrian Sandu
Communications on Applied Mathematics and Computation . 2026, (4): 1283 -1306 .  DOI: 10.1007/s42967-025-00499-x