A short trajectory is all you need: A transformer-based model for long-time dissipative quantum dynamics

Luis E. Herrera Rodríguez, Alexei A. Kananenka

In this communication we demonstrate that a deep artificial neural network based on a transformer architecture with self-attention layers can predict the long-time population dynam…