170 citations · 368 across the 10 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
cond-mat.dis-nn2017★ 58 cited
Learning phase transitions from dynamics
Evert van Nieuwenburg, Eyal Bairey, Gil Refael
We propose the use of recurrent neural networks for classifying phases of matter based on the dynamics of experimentally accessible observables. We demonstrate this approach by tra…
cond-mat.dis-nn2017★ 69 cited
Driving induced many-body localization
Eyal Bairey, Gil Refael, Netanel H. Lindner
Subjecting a many-body localized system to a time-periodic drive generically leads to delocalization and a transition to ergodic behavior if the drive is sufficiently strong or of…