Machine Learning in Interpolation and Extrapolation for Nanophotonic Inverse Design.

While training times overall can be quite significant, one key advantage of using ML and ANN techniques is that once the networks are trained, all four networks take a fraction of a second to predict the spectra of a structure fed into the network.

also in 5,695 other papers