Transfer learning-assisted inverse modeling in nanophotonics based on mixture density networks

Liang Cheng, Prashant Singh, Francesco Ferranti

The simulation of nanophotonic structures relies on electromagnetic solvers, which play a crucial role in understanding their behavior. However, these solvers often come with a sig…