2 papers
cond-mat.str-el2021
Artificial neural network states for non-additive systems
Wojciech Rzadkowski, Mikhail Lemeshko, Johan H. Mentink
Methods inspired from machine learning have recently attracted great interest in the computational study of quantum many-particle systems. So far, however, it has proven challengin…
cond-mat.dis-nn2019
Detecting composite orders in layered models via machine learning
W. Rzadkowski, N. Defenu, S. Chiacchiera +2
Determining the phase diagram of systems consisting of smaller subsystems 'connected' via a tunable coupling is a challenging task relevant for a variety of physical settings. A ge…