FAST AND ROBUST ELECTROMAGNETIC MODELING AND OPTIMIZATION FROM DC TO LIGHT: BRIDGING FIRST-PRINCIPLES PHYSICS AND MACHINE LEARNING
The rapid advancement of semiconductor technology demands electromagnetic (EM) solvers that are both accurate and computationally efficient, while artificial intelligence (AI) offers new opportunities for accelerating physics-based modeling and optimization. This work develops robust numerical solvers, physics-informed...