A Machine Learning Framework for Quantum Cascade Laser Design

Andres Correa Hernandez, Claire F. Gmachl

A multi-layer perceptron neural network was used to predict the laser transition figure of merit, a measure of the laser threshold gain, of over 900 million Quantum Cascade Laser d…