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Constructing three-dimensional (3D) nanocrystalline models of Li(4)SiO(4) for numerical modeling and simulation

The three-dimensional (3D) nanocrystalline models of lithium silicates with the log-normal grain size distribution are constructed by constrained Voronoi tessellation. During evolution process, the algorithm is improved. We proposed a new algorithm idea by combining Genetic Algorithm (GA) with Least...

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Detalles Bibliográficos
Autores principales: Shen, Yanhong, Gao, Tao, Tian, Xiaofeng, Chen, Xiaojun, Xiao, ChengJian, Lu, Tiecheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4451556/
https://www.ncbi.nlm.nih.gov/pubmed/26031562
http://dx.doi.org/10.1038/srep10698
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author Shen, Yanhong
Gao, Tao
Tian, Xiaofeng
Chen, Xiaojun
Xiao, ChengJian
Lu, Tiecheng
author_facet Shen, Yanhong
Gao, Tao
Tian, Xiaofeng
Chen, Xiaojun
Xiao, ChengJian
Lu, Tiecheng
author_sort Shen, Yanhong
collection PubMed
description The three-dimensional (3D) nanocrystalline models of lithium silicates with the log-normal grain size distribution are constructed by constrained Voronoi tessellation. During evolution process, the algorithm is improved. We proposed a new algorithm idea by combining Genetic Algorithm (GA) with Least Square (LS) method to make up for the disadvantages of traditional genetic algorithm which may be easily trapped in local optimal solution. In the process of modeling, it is the first time, to the best of our knowledge, that we keep the whole sample showing the charge neutrality by deleting the excess atoms on the polyhedron boundary during the modeling. By using the molecular-dynamics method, the relaxation procedure of nanostructured Li(4)SiO(4) is carried out. The results show that the average mass density of the sample is slightly lower than the experimental data of the perfect crystal after relaxation process. In addition, boundary component proportion (BCP) and density reduction proportion (DRP) of the sample is obtained, respectively. The present results display a significantly reduced BCP but an increased DRP when increasing the mean grain size of the sample.
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spelling pubmed-44515562015-06-09 Constructing three-dimensional (3D) nanocrystalline models of Li(4)SiO(4) for numerical modeling and simulation Shen, Yanhong Gao, Tao Tian, Xiaofeng Chen, Xiaojun Xiao, ChengJian Lu, Tiecheng Sci Rep Article The three-dimensional (3D) nanocrystalline models of lithium silicates with the log-normal grain size distribution are constructed by constrained Voronoi tessellation. During evolution process, the algorithm is improved. We proposed a new algorithm idea by combining Genetic Algorithm (GA) with Least Square (LS) method to make up for the disadvantages of traditional genetic algorithm which may be easily trapped in local optimal solution. In the process of modeling, it is the first time, to the best of our knowledge, that we keep the whole sample showing the charge neutrality by deleting the excess atoms on the polyhedron boundary during the modeling. By using the molecular-dynamics method, the relaxation procedure of nanostructured Li(4)SiO(4) is carried out. The results show that the average mass density of the sample is slightly lower than the experimental data of the perfect crystal after relaxation process. In addition, boundary component proportion (BCP) and density reduction proportion (DRP) of the sample is obtained, respectively. The present results display a significantly reduced BCP but an increased DRP when increasing the mean grain size of the sample. Nature Publishing Group 2015-06-02 /pmc/articles/PMC4451556/ /pubmed/26031562 http://dx.doi.org/10.1038/srep10698 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Shen, Yanhong
Gao, Tao
Tian, Xiaofeng
Chen, Xiaojun
Xiao, ChengJian
Lu, Tiecheng
Constructing three-dimensional (3D) nanocrystalline models of Li(4)SiO(4) for numerical modeling and simulation
title Constructing three-dimensional (3D) nanocrystalline models of Li(4)SiO(4) for numerical modeling and simulation
title_full Constructing three-dimensional (3D) nanocrystalline models of Li(4)SiO(4) for numerical modeling and simulation
title_fullStr Constructing three-dimensional (3D) nanocrystalline models of Li(4)SiO(4) for numerical modeling and simulation
title_full_unstemmed Constructing three-dimensional (3D) nanocrystalline models of Li(4)SiO(4) for numerical modeling and simulation
title_short Constructing three-dimensional (3D) nanocrystalline models of Li(4)SiO(4) for numerical modeling and simulation
title_sort constructing three-dimensional (3d) nanocrystalline models of li(4)sio(4) for numerical modeling and simulation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4451556/
https://www.ncbi.nlm.nih.gov/pubmed/26031562
http://dx.doi.org/10.1038/srep10698
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