Gennady Y. Chitov

collaborators

3 papers

cs.LG2025

Identifying internal patterns in (1+1)-dimensional directed percolation using neural networks

Danil Parkhomenko, Pavel Ovchinnikov, Konstantin Soldatov +2

In this paper we present a neural network-based method for the automatic detection of phase transitions and classification of hidden percolation patterns in a (1+1)-dimensional rep…

cond-mat.str-el2025

Fermi surface as a quantum critical manifold: gaplessness, order parameter, and scaling in $d$ -dimensions

Gennady Y. Chitov

We study several models of $d$ -dimensional fermions ( $d = 1, 2, 3$ ) with an emphasis on the properties of their gapless (metallic) phase. It occurs at $T = 0$ as a continuous transitio…

cond-mat.stat-mech2024

Hierarchy of percolation patterns in a kinetic replication model

P. Ovchinnikov, K. Soldatov, V. Kapitan +1

The model of a one-dimensional kinetic contact process with parallel update is studied by the Monte Carlo simulations and finite-size scaling. The goal was to reveal the structure…

Identifying internal patterns in (1+1)-dimensional directed percolation using neural networks

Fermi surface as a quantum critical manifold: gaplessness, order parameter, and scaling in d-dimensions

Hierarchy of percolation patterns in a kinetic replication model

Fermi surface as a quantum critical manifold: gaplessness, order parameter, and scaling in $d$ -dimensions