Scalable photoexcitation-induced molecular dynamics with machine-learned Hamiltonians

Leyu Cai, Yunzhe Jia, Daqiang Chen +1

Ultrafast photoexcitation offers a controllable route to steer structural dynamics in solids, yet predicting how nonequilibrium electronic excitation drives lattice motion across e…