Double-descent curves in neural networks: a new perspective using Gaussian processes
(2021)
Activity pulses induce spontaneous flow reversals in viscoelastic environments
(2021)
Distinguishing localization from chaos: challenges in finite-size systems
Annals of Physics Elsevier 427:April 2021 (2021) 168415
Abstract:
We re-examine attempts to study the many-body localization transition using measures that are physically natural on the ergodic/quantum chaotic regime of the phase diagram. Using simple scaling arguments and an analysis of various models for which rigorous results are available, we find that these measures can be particularly adversely affected by the strong finite-size effects observed in nearly all numerical studies of many-body localization. This severely impacts their utility in probing the transition and the localized phase. In light of this analysis, we discuss a recent study (Šuntajs et al., 2020) of the behaviour of the Thouless energy and level repulsion in disordered spin chains, and its implications for the question of whether MBL is a true phase of matter.Stroboscopic exclusion process: A first-moment–driven dynamics
EPL (Europhysics Letters) IOP Publishing 133:4 (2021) 40002
Universal spectral form factor for many-body localization
Physical Review Research American Physical Society (APS) 3:1 (2021) l012019