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cond-mat.stat-mech2026
Dynamical scaling method improved by a deep learning approach
Yusuke Terasawa, Yukiyasu Ozeki
We propose a dynamical scaling analysis improved by a deep learning approach. While Gaussian process regression has been widely employed for estimating scaling parameters, its comp…
cond-mat.stat-mech2025
Dynamical scaling study for the estimation of dynamical exponent of three-dimensional XY spin glass model
Yusuke Terasawa, Yukiyasu Ozeki
To analyze the XY spin-glass in three dimensions, we verified a method aimed at obtaining a high-precision dynamical exponent from the correlation length in the nonequi…
cond-mat.stat-mech2024★ 1 cited
Improvement of analysis for relaxation of fluctuations by the use of Gaussian process regression and extrapolation method
Yuma Osada, Yukiyasu Ozeki
The nonequilibrium relaxation (NER) method, which has been used to investigate equilibrium systems via their nonequilibrium behavior, has been widely applied to various models to e…