Dispersion Characterization and Pulse Prediction with Machine Learning

Sanjaya Lohani, Erin M. Knutson, Wenlei Zhang +1

In this work we demonstrate the efficacy of neural networks in the characterization of dispersive media. We also develop a neural network to make predictions for input probe pulses…