Physics-informed neural networks for inverse problems in nano-optics and metamaterials

Yuyao Chen, Lu Lu, George Em Karniadakis +1

In this paper we employ the emerging paradigm of physics-informed neural networks (PINNs) for the solution of representative inverse scattering problems in photonic metamaterials a…