Data-Driven Forecasting of Non-Equilibrium Solid-State Dynamics

Stefan Meinecke, Felix Köster, Dominik Christiansen +3

We present a data-driven approach to efficiently approximate nonlinear transient dynamics in solid-state systems. Our proposed machine-learning model combines a dimensionality redu…