Data-Driven Time Propagation of Quantum Systems with Neural Networks

James Nelson, Luuk Coopmans, Graham Kells +1

We investigate the potential of supervised machine learning to propagate a quantum system in time. While Markovian dynamics can be learned easily, given a sufficient amount of data…