Recurrent Neural Networks for Prediction of Electronic Excitation Dynamics

Ethan P. Shapera, Cheng-Wei Lee

We demonstrate a machine learning based approach which can learn the time-dependent electronic excitation dynamics of small molecules subjected to ion irradiation. Ensembles of rec…