Pavel E. Ovchinnikov

According to our database, Pavel E. Ovchinnikov authored at least 5 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Optimized Machine Learning Methods for Studying the Thermodynamic Behavior of Complex Spin Systems.

Dmitrii Kapitan, Pavel E. Ovchinnikov, Konstantin Soldatov, Petr D. Andriushchenko, Vitalii Yu. Kapitan

CoRR, December, 2025

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

Danil Parkhomenko, Pavel E. Ovchinnikov, Konstantin Soldatov, Vitalii Yu. Kapitan, Gennady Y. Chitov

CoRR, October, 2025

2023

Canonical Monte Carlo multispin cluster method.

Kseniia Makarova, Aleksandr Makarov, Vladislav Strongin, Iuliia Titovets, Yuriy Shevchenko, Vitalii Yu. Kapitan, Alexey Rybin, Dmitrii Kapitan, Alena Korol, Egor Vasiliev, Pavel E. Ovchinnikov, Konstantin Soldatov, Viacheslav Trukhin, Konstantin Nefedev

J. Comput. Appl. Math., August, 2023

2018

One-Board Design and Simulation of Double-Layer Perceptron Based on Metal-Oxide Memristive Nanostructures.

Alexey N. Mikhaylov, Oleg A. Morozov, Pavel E. Ovchinnikov, Ivan N. Antonov, Alexey I. Belov, Dmitry S. Korolev, Alexander N. Sharapov, Evgeniy G. Gryaznov, Oleg N. Gorshkov, Yana I. Pigareva, Alexey S. Pimashkin, Sergey A. Lobov, Victor B. Kazantsev

IEEE Trans. Emerg. Top. Comput. Intell., 2018

2017

Towards Hardware Implementation of Double-Layer Perceptron Based on Metal-Oxide Memristive Nanostructures.

Alexey N. Mikhaylov, Oleg A. Morozov, Pavel E. Ovchinnikov, Ivan N. Antonov, Alexey I. Belov, Dmitry S. Korolev, Maria N. Koryazhkina, Alexander N. Sharapov, Evgeniy G. Gryaznov, Oleg N. Gorshkov, Victor B. Kazantsev

CoRR, 2017