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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...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2022
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| Materias: | |
| 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 |