13 citations · 35 across the 4 of their papers we have counts for
4 papers
Application of deep learning methods to the study of magnetic phenomena
E. V. Vasiliev, D. Yu. Kapitan, A. O. Korol +6
Nowadays, methods and techniques of Machine Learning and Deep Learning are being used in various scientific areas. They help to automatize calculations without losing in quality. I…
Large peaks in the entropy of the diluted nearest-neighbor spin-ice model on the pyrochlore lattice in a [111] magnetic field
Petr Andriushchenko, Konstantin Soldatov, Alexey Peretyatko +4
We study the residual entropy of the nearest-neighbor spin-ice model in a magnetic field along the [111] direction using the Wang-Landau Monte Carlo method, with a special attentio…
Comparison of diluted antiferromagnetic Ising models on frustrated lattices in a magnetic field
Konstantin Soldatov, Alexey Peretyatko, Konstantin Nefedev +1
We study diluted antiferromagnetic Ising models on triangular and kagome lattices in a magnetic field, using the replica-exchange Monte Carlo method. We observe seven and five plat…
Large-scale calculation of ferromagnetic spin systems on the pyrochlore lattice
Konstantin Soldatov, Konstantin Nefedev, Yukihiro Komura +1
We perform the high-performance computation of the ferromagnetic Ising model on the pyrochlore lattice. We determine the critical temperature accurately based on the finite-size sc…