most citedNonequilibrium Phase Transition in a 2D Ferromagnetic Spins with Effective Interactions

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cond-mat.stat-mech2024★ 1 cited

Nonequilibrium Phase Transition in a 2D Ferromagnetic Spins with Effective Interactions

Dagne Wordofa Tola, Mulugeta Bekele

The study of nonequilibrium steady-state (NESS) in the Ising model offers rich insights into the properties of complex systems far from equilibrium. This paper explores the nature…

cond-mat.stat-mech2023★ 10 cited

Machine Learning of Nonequilibrium Phase Transition in an Ising Model on Square Lattice

Dagne Wordofa, Mulugeta Bekele

This paper presents the investigation of convolutional neural network (CNN) prediction successfully recognizing the temperature of the non-equilibrium phases and phase transitions…