140 citations · 196 across the 2 of their papers we have counts for
2 papers
cond-mat.dis-nn2017★ 56 cited
Thermal inclusions: how one spin can destroy a many-body localized phase
Pedro Ponte, C. R. Laumann, David A. Huse +1
Many-body localized (MBL) systems lie outside the framework of statistical mechanics, as they fail to equilibrate under their own quantum dynamics. Even basic features of MBL syste…
cond-mat.stat-mech2017★ 140 cited
Kernel methods for interpretable machine learning of order parameters
Pedro Ponte, Roger G. Melko
Machine learning is capable of discriminating phases of matter, and finding associated phase transitions, directly from large data sets of raw state configurations. In the context…