Multi-timescale time encoding for CNN prediction of Fenna-Matthews-Olson energy-transfer dynamics

Shun-Cai Zhao, Yi-Meng Huang, Yi-Fan Yang +1

Machine learning simulations of open quantum dynamics often rely on recursive predictors that accumulate error. We develop a non-recursive convolutional neural networks (CNNs) that…