Input-Output Optics as a Causal Time Series Mapping: A Generative Machine Learning Solution

Abhijit Sen, Bikram Keshari Parida, Kurt Jacobs +1

The response of many-body quantum systems to an optical pulse can be extremely challenging to model. Here we explore the use of neural networks, both traditional and generative, to…