13 citations · 35 across the 4 of their papers we have counts for
3 papers · 1 filter
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…
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…