原子间势
热导率
分子动力学
格子(音乐)
材料科学
从头算量子化学方法
从头算
电导率
热力学
凝聚态物理
分子物理学
化学物理
化学
计算化学
物理化学
分子
物理
复合材料
有机化学
声学
作者
Ibrahim Bel-Hadj,Mohammed Guerboub,Achille Lambrecht,Guido Ori,Carlo Massobrio,Évelyne Martin
标识
DOI:10.1088/1361-6463/ad316b
摘要
Abstract Approach-to-equilibrium molecular dynamics simulations are carried out for the cubic phase of crystalline Ge 2 Sb 2 Te 5 , using interatomic forces derived from a machine learning interatomic potential (MLIP) trained with ab initio calculations. The use of this MLIP potential significantly reduces the computational burden, allowing for the study of systems over 70 nm in length. Above 20 nm, the thermal conductivity of the lattice plateaus at 0.37 ± 0.01 W K −1 m −1 in agreement with measurements reported in the literature. However, below 20 nm, size effects lead to a reduction in thermal conductivity which is systematically calculated.
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