20 citations · 36 across the 2 of their papers we have counts for
2 papers
cond-mat.dis-nn2022★ 16 cited
A learning by confusion approach to characterize phase transitions
Monika Richter-Laskowska, Marcin Kurpas, Maciej Maśka
Recently, the learning by confusion (LBC) approach has been proposed as a machine learning tool to determine the critical temperature Tc of phase transitions without any prior know…
cond-mat.stat-mech2018★ 20 cited
A machine learning approach to the Berezinskii-Kosterlitz-Thouless transition in classical and quantum models
M. Richter-Laskowska, H. Khan, N. Trivedi +1
The Berezinskii-Kosterlitz-Thouless transition is a very specific phase transition where all thermodynamic quantities are smooth. Therefore, it is difficult to determine the critic…