30 citations · 56 across the 6 of their papers we have counts for
6 papers
Hybrid ILM-NILM Smart Plug System
Dániel István Németh, Kálmán Tornai
Electrical load classification is generally divided into intrusive and non-intrusive approaches, both having their limitations and advantages. With the non-intrusive approach, cont…
Machine learning in phase transition analysis of lattice quantum gravity
Jan Ambjorn, Zbigniew Drogosz, Jakub Gizbert-Studnicki +3
Using numerical data coming from Monte Carlo simulations of four-dimensional Causal Dynamical Triangulations, we study how automated machine learning algorithms can be used to reco…
Studies of Critical Phenomena in Causal Dynamical Triangulations on a Torus
Dániel Németh
This is a Ph.D. thesis that presents the author's findings in the area of Causal Dynamical Triangulations. In compliance with Jagiellonian University of Kraków regulations, the doc…
The higher-order phase transition in toroidal CDT
Jan Ambjørn, Grzegorz Czelusta, Jakub Gizbert-Studnicki +3
We investigate the transition between the phases and observed in four-dimensional Causal Dynamical Triangulations (CDT). We find that the critical properties of CDT with…
Towards an UV fixed point in CDT gravity
Jan Ambjørn, Jakub Gizbert-Studnicki, Andrzej Görlich +2
CDT is an attempt to formulate a non-perturbative lattice theory of quantum gravity. We describe the phase diagram and analyse the phase transition between phase B and phase C (whi…
The phase structure of Causal Dynamical Triangulations with toroidal spatial topology
Jan Ambjørn, Jakub Gizbert-Studnicki, Andrzej Görlich +2
We investigate the impact of topology on the phase structure of four-dimensional Causal Dynamical Triangulations (CDT). Using numerical Monte Carlo simulations we study CDT with to…