Transfer learning in predicting quantum many-body dynamics: from physical observables to entanglement entropy

Philipp Schmidt, Florian Marquardt, Naeimeh Mohseni

Deep neural networks have demonstrated remarkable efficacy in extracting meaningful representations from complex datasets. This has propelled representation learning as a compellin…