Massive Monte Carlo simulations-guided interpretable learning of two-dimensional Curie temperature

Monte Carlo (MC) simulation of the classical Heisenberg model has become the de facto tool to estimate the Curie temperature (T(C)) of two-dimensional (2D) magnets. As an alternative, here we develop data-driven models for the five most common crystal types, considering the isotropic and anisotropic...

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Detalles Bibliográficos
Autores principales: Kabiraj, Arnab, Jain, Tripti, Mahapatra, Santanu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9782261/
https://www.ncbi.nlm.nih.gov/pubmed/36569550
http://dx.doi.org/10.1016/j.patter.2022.100625

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9782261/
https://www.ncbi.nlm.nih.gov/pubmed/36569550
http://dx.doi.org/10.1016/j.patter.2022.100625

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