Electrons 2 MeV-Electrons Atomistic simulations 1 Auto encoders 1 Automatic 1 Beam-lines 1 Deep learning 1 Dynamic studies 1 Electron beamline 1 Electron diffraction 1 Electron diffraction data 1 Energy dissipation 1 Excited systems 1 Gold 1 Homogeneous melting 1 Hot electrons 1 Machine-learning 1 Melting 1 Melting process 1 Molecular dynamics 1 Performance 1 Plasma stability 1 Reinforcement learning 1 Reinforcement learning agent 1 Reinforcement learnings 1 Reward dangling 1 Signal encoding 1 Structural evolution 1 Threshold energy density 1 Ultra-fast 1