Sun Shih-Jye, Ju Shin-Pon, Yang Cheng-Chia, Chang Kai-Chi, Lee I-Jui
Department of Applied Physics, National University of Kaohsiung, Kaohsiung, 811, Taiwan.
Department of Mechanical and Electro-Mechanical Engineering, National Sun Yat-sen University, Kaohsiung, 804, Taiwan.
Sci Rep. 2020 Feb 13;10(1):2515. doi: 10.1038/s41598-020-58789-8.
Molecular dynamics (MD) simulation and density functional theory (DFT) calculations were used to predict the material properties and explore the improvement on the surface corrosion resistance for the MgZnCaSr bulk metallic glass (BMG). The MgZnCa BMG was also investigated to realize the influence of the addition of Sr element on the material behaviors of MgZnCa. The Mg-Zn-Ca-Sr parameters of the next nearest-neighbor modified embedded atom method (2NN MEAM) potential were first determined by the guaranteed convergence particle swarm optimization (GCPSO) method based on the reference data from the density functional theory (DFT) calculation. Besides, using the 2NN MEAM parameters of the Mg-Zn-Ca-Sr system, the structures of MgZnCa and MgZnCaSr were predicted by the simulated-annealing basin-hopping (SABH) method. The local atomic arrangements of the predicted BMG structures are almost the same as those measured in some related experiments from a comparison with the calculated and experimental X-ray diffraction (XRD) profiles. Furthermore, the HA index analysis shows that the fractions of icosahedra-like local structures are about 72.20% and 72.73% for MgZnCa and MgZnCaSr, respectively, indicating that these two BMG structures are entirely amorphous. The uniaxial tensile MD simulation was conducted to obtain the stress-strain relationship as well as the related mechanical properties of MgZnCa and MgZnCaSr. Consequently, the predicted Young's moduli of both BMGs are about 46.4 GPa, which are very close to the experimental values of 48.8 ± 0.2 and 49.1 ± 0.1 GPa for MgZnCa and MgZnCaSr, respectively. However, the predicted strengths of MgZnCa and MgZnCaSr are about 850 and 900 MPa, both are slightly higher than the measured experimental values about 747 ± 22 and 848 ± 21 MPa for MgZnCa and MgZnCaSr. Regarding the thermal properties, the predicted melting temperature of MgZnCaSr by the square displacement (SD) profile is about 620 K, which is very close to the experimental melting temperature of about 613 K. The self-diffusion coefficients of Mg, Zn, Ca, and Sr elements were also calculated for temperatures near their melting points by means of the Einstein equation. The methodology can determine the diffusion barriers for different elements by utilizing these diffusion coefficients resulting in a fact that the diffusion barriers of Ca and Sr elements of MgZnCaSr are relatively high. For the electronic properties predicted by the DFT calculation, the projected density of states (PDOS) profiles of surface Mg, Zn, Ca, and Sr elements clearly show that the addition of Sr into MgZnCa effectively reduces the s and p orbital states of surface Mg and Zn elements near the Fermi level, particularly the p orbits, which suppresses the electron transfer as well as increases the surface corrosion resistance of MgZnCa. Consequently, this study has provided excellent 2NN MEAM parameters for the Mg, Zn, Ca, and Sr system by the GCPSO method to predict real BMG structures as well as by means of the DFT calculation to explore the electronic properties. Eventually, through our developed numerical processes the material properties of BMGs with different compositions can be predicted accurately for the new BMG design.
采用分子动力学(MD)模拟和密度泛函理论(DFT)计算来预测材料性能,并探索提高MgZnCaSr块体金属玻璃(BMG)表面耐腐蚀性的方法。还对MgZnCa BMG进行了研究,以了解Sr元素的添加对MgZnCa材料性能的影响。首先基于密度泛函理论(DFT)计算的参考数据,通过保证收敛粒子群优化(GCPSO)方法确定了次近邻修正嵌入原子方法(2NN MEAM)势的Mg-Zn-Ca-Sr参数。此外,利用Mg-Zn-Ca-Sr体系的2NN MEAM参数,通过模拟退火盆地跳跃(SABH)方法预测了MgZnCa和MgZnCaSr的结构。通过将计算得到的X射线衍射(XRD)图谱与实验XRD图谱进行比较,预测的BMG结构的局部原子排列与一些相关实验测量的结果几乎相同。此外,HA指数分析表明,MgZnCa和MgZnCaSr中类二十面体局部结构的比例分别约为72.20%和72.73%,表明这两种BMG结构完全是非晶态的。进行了单轴拉伸MD模拟,以获得MgZnCa和MgZnCaSr的应力-应变关系以及相关的力学性能。结果表明,两种BMG预测的杨氏模量均约为46.4 GPa,分别与MgZnCa和MgZnCaSr的实验值48.8±0.2和49.1±0.1 GPa非常接近。然而,MgZnCa和MgZnCaSr预测的强度分别约为850和900 MPa,均略高于MgZnCa和MgZnCaSr测量的实验值约747±22和848±21 MPa。关于热性能,通过平方位移(SD)曲线预测的MgZnCaSr的熔化温度约为620 K,与约613 K的实验熔化温度非常接近。还通过爱因斯坦方程计算了Mg、Zn、Ca和Sr元素在其熔点附近温度下的自扩散系数。该方法可以利用这些扩散系数确定不同元素的扩散势垒,结果表明MgZnCaSr中Ca和Sr元素的扩散势垒相对较高。对于DFT计算预测的电子性能,表面Mg、Zn、Ca和Sr元素的投影态密度(PDOS)曲线清楚地表明,在MgZnCa中添加Sr有效地降低了费米能级附近表面Mg和Zn元素的s和p轨道态,特别是p轨道,这抑制了电子转移并提高了MgZnCa的表面耐腐蚀性。因此,本研究通过GCPSO方法为Mg、Zn、Ca和Sr体系提供了出色的2NN MEAM参数,以预测真实的BMG结构,并通过DFT计算探索电子性能。最终,通过我们开发的数值过程,可以准确预测不同成分BMG的材料性能,以用于新型BMG的设计。