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Effects of Strontium incorporation to Mg-Zn-Ca biodegradable bulk metallic glass investigated by molecular dynamics simulation and density functional theory calculation
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 Mg(66)Zn(30)Ca(3)Sr(1) bulk metallic glass (BMG). The Mg(66)Zn(30)Ca(4) BMG was also investigated t...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7018969/ https://www.ncbi.nlm.nih.gov/pubmed/32054867 http://dx.doi.org/10.1038/s41598-020-58789-8 |
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author | Sun, Shih-Jye Ju, Shin-Pon Yang, Cheng-Chia Chang, Kai-Chi Lee, I-Jui |
author_facet | Sun, Shih-Jye Ju, Shin-Pon Yang, Cheng-Chia Chang, Kai-Chi Lee, I-Jui |
author_sort | Sun, Shih-Jye |
collection | PubMed |
description | 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 Mg(66)Zn(30)Ca(3)Sr(1) bulk metallic glass (BMG). The Mg(66)Zn(30)Ca(4) BMG was also investigated to realize the influence of the addition of Sr element on the material behaviors of Mg(66)Zn(30)Ca(4). 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 Mg(66)Zn(30)Ca(4) and Mg(66)Zn(30)Ca(3)Sr(1) 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 Mg(66)Zn(30)Ca(4) and Mg(66)Zn(30)Ca(3)Sr(1), 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 Mg(66)Zn(30)Ca(4) and Mg(66)Zn(30)Ca(3)Sr(1). 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 Mg(66)Zn(30)Ca(4) and Mg(66)Zn(30)Ca(3)Sr(1), respectively. However, the predicted strengths of Mg(66)Zn(30)Ca(4) and Mg(66)Zn(30)Ca(3)Sr(1) are about 850 and 900 MPa, both are slightly higher than the measured experimental values about 747 ± 22 and 848 ± 21 MPa for Mg(66)Zn(30)Ca(4) and Mg(66)Zn(30)Ca(3)Sr(1). Regarding the thermal properties, the predicted melting temperature of Mg(66)Zn(30)Ca(3)Sr(1) 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 Mg(66)Zn(30)Ca(3)Sr(1) 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 Mg(66)Zn(30)Ca(4) 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 Mg(66)Zn(30)Ca(4). 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. |
format | Online Article Text |
id | pubmed-7018969 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-70189692020-02-21 Effects of Strontium incorporation to Mg-Zn-Ca biodegradable bulk metallic glass investigated by molecular dynamics simulation and density functional theory calculation Sun, Shih-Jye Ju, Shin-Pon Yang, Cheng-Chia Chang, Kai-Chi Lee, I-Jui Sci Rep Article 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 Mg(66)Zn(30)Ca(3)Sr(1) bulk metallic glass (BMG). The Mg(66)Zn(30)Ca(4) BMG was also investigated to realize the influence of the addition of Sr element on the material behaviors of Mg(66)Zn(30)Ca(4). 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 Mg(66)Zn(30)Ca(4) and Mg(66)Zn(30)Ca(3)Sr(1) 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 Mg(66)Zn(30)Ca(4) and Mg(66)Zn(30)Ca(3)Sr(1), 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 Mg(66)Zn(30)Ca(4) and Mg(66)Zn(30)Ca(3)Sr(1). 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 Mg(66)Zn(30)Ca(4) and Mg(66)Zn(30)Ca(3)Sr(1), respectively. However, the predicted strengths of Mg(66)Zn(30)Ca(4) and Mg(66)Zn(30)Ca(3)Sr(1) are about 850 and 900 MPa, both are slightly higher than the measured experimental values about 747 ± 22 and 848 ± 21 MPa for Mg(66)Zn(30)Ca(4) and Mg(66)Zn(30)Ca(3)Sr(1). Regarding the thermal properties, the predicted melting temperature of Mg(66)Zn(30)Ca(3)Sr(1) 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 Mg(66)Zn(30)Ca(3)Sr(1) 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 Mg(66)Zn(30)Ca(4) 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 Mg(66)Zn(30)Ca(4). 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. Nature Publishing Group UK 2020-02-13 /pmc/articles/PMC7018969/ /pubmed/32054867 http://dx.doi.org/10.1038/s41598-020-58789-8 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Sun, Shih-Jye Ju, Shin-Pon Yang, Cheng-Chia Chang, Kai-Chi Lee, I-Jui Effects of Strontium incorporation to Mg-Zn-Ca biodegradable bulk metallic glass investigated by molecular dynamics simulation and density functional theory calculation |
title | Effects of Strontium incorporation to Mg-Zn-Ca biodegradable bulk metallic glass investigated by molecular dynamics simulation and density functional theory calculation |
title_full | Effects of Strontium incorporation to Mg-Zn-Ca biodegradable bulk metallic glass investigated by molecular dynamics simulation and density functional theory calculation |
title_fullStr | Effects of Strontium incorporation to Mg-Zn-Ca biodegradable bulk metallic glass investigated by molecular dynamics simulation and density functional theory calculation |
title_full_unstemmed | Effects of Strontium incorporation to Mg-Zn-Ca biodegradable bulk metallic glass investigated by molecular dynamics simulation and density functional theory calculation |
title_short | Effects of Strontium incorporation to Mg-Zn-Ca biodegradable bulk metallic glass investigated by molecular dynamics simulation and density functional theory calculation |
title_sort | effects of strontium incorporation to mg-zn-ca biodegradable bulk metallic glass investigated by molecular dynamics simulation and density functional theory calculation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7018969/ https://www.ncbi.nlm.nih.gov/pubmed/32054867 http://dx.doi.org/10.1038/s41598-020-58789-8 |
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