Niu Haiyang, Bonati Luigi, Piaggi Pablo M, Parrinello Michele
State Key Laboratory of Solidification Processing, International Center for Materials Discovery, School of Materials Science and Engineering, Northwestern Polytechnical University, Xi'an, 710072, P. R. China.
Department of Chemistry and Applied Biosciences, ETH Zurich c/o USI Campus, Via Giuseppe Buffi 13, 6900, Lugano, Switzerland.
Nat Commun. 2020 May 27;11(1):2654. doi: 10.1038/s41467-020-16372-9.
Elemental gallium possesses several intriguing properties, such as a low melting point, a density anomaly and an electronic structure in which covalent and metallic features coexist. In order to simulate this complex system, we construct an ab initio quality interaction potential by training a neural network on a set of density functional theory calculations performed on configurations generated in multithermal-multibaric simulations. Here we show that the relative equilibrium between liquid gallium, α-Ga, β-Ga, and Ga-II is well described. The resulting phase diagram is in agreement with the experimental findings. The local structure of liquid gallium and its nucleation into α-Ga and β-Ga are studied. We find that the formation of metastable β-Ga is kinetically favored over the thermodinamically stable α-Ga. Finally, we provide insight into the experimental observations of extreme undercooling of liquid Ga.
元素镓具有一些有趣的特性,例如熔点低、密度异常以及共价和金属特性共存的电子结构。为了模拟这个复杂的系统,我们通过在多热多压模拟中生成的构型上进行的一组密度泛函理论计算训练神经网络,构建了一个从头算质量相互作用势。在这里,我们表明液态镓、α-Ga、β-Ga和Ga-II之间的相对平衡得到了很好的描述。所得相图与实验结果一致。研究了液态镓的局部结构及其向α-Ga和β-Ga的成核过程。我们发现,亚稳态β-Ga的形成在动力学上比热力学稳定的α-Ga更有利。最后,我们深入了解了液态镓极端过冷的实验观察结果。