Automatic Evolution of Machine-Learning based Quantum Dynamics with Uncertainty Analysis

Kunni Lin, Jiawei Peng, Chao Xu +2

The machine learning approaches are applied in the dynamical simulation of open quantum systems. The long short-term memory recurrent neural network (LSTM-RNN) models are used to s…