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20182025
most citedLarge peaks in the entropy of the diluted nearest-neighbor spin-ice model on the pyrochlore lattice in a [111] magnetic field

13 citations · 49 across the 7 of their papers we have counts for

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physics.comp-ph2025

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

Dmitrii Kapitan, Pavel Ovchinnikov, Konstantin Soldatov +2

This paper presents a systematic study of the application of convolutional neural networks (CNNs) as an efficient and versatile tool for the analysis of critical and low-temperatur…