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3D Off-Lattice Coarse-Grained Monte Carlo Simulations for Nucleation of Alkaline Aluminosilicate Gels

This work presents a 3D off-lattice coarse-grained Monte Carlo (CGMC) approach to simulate the nucleation of alkaline aluminosilicate gels, their nanostructure particle size, and their pore size distribution. In this model, four monomer species are coarse-grained with different particle sizes. The n...

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Detalles Bibliográficos
Autores principales: Izadifar, Mohammadreza, Valencia, Nicolas Castrillon, Xiao, Peng, Ukrainczyk, Neven, Koenders, Eduardus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10004603/
https://www.ncbi.nlm.nih.gov/pubmed/36902975
http://dx.doi.org/10.3390/ma16051863
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author Izadifar, Mohammadreza
Valencia, Nicolas Castrillon
Xiao, Peng
Ukrainczyk, Neven
Koenders, Eduardus
author_facet Izadifar, Mohammadreza
Valencia, Nicolas Castrillon
Xiao, Peng
Ukrainczyk, Neven
Koenders, Eduardus
author_sort Izadifar, Mohammadreza
collection PubMed
description This work presents a 3D off-lattice coarse-grained Monte Carlo (CGMC) approach to simulate the nucleation of alkaline aluminosilicate gels, their nanostructure particle size, and their pore size distribution. In this model, four monomer species are coarse-grained with different particle sizes. The novelty is extending the previous on-lattice approach from White et al. (2012 and 2020) by implementing a full off-lattice numerical implementation to consider tetrahedral geometrical constraints when aggregating the particles into clusters. Aggregation of the dissolved silicate and aluminate monomers was simulated until reaching the equilibrium condition of 16.46% and 17.04% in particle number, respectively. The cluster size formation was analyzed as a function of iteration step evolution. The obtained equilibrated nano-structure was digitized to obtain the pore size distribution and this was compared with the on-lattice CGMC and measurement results from White et al. The observed difference highlighted the importance of the developed off-lattice CGMC approach to better describe the nanostructure of aluminosilicate gels.
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spelling pubmed-100046032023-03-11 3D Off-Lattice Coarse-Grained Monte Carlo Simulations for Nucleation of Alkaline Aluminosilicate Gels Izadifar, Mohammadreza Valencia, Nicolas Castrillon Xiao, Peng Ukrainczyk, Neven Koenders, Eduardus Materials (Basel) Article This work presents a 3D off-lattice coarse-grained Monte Carlo (CGMC) approach to simulate the nucleation of alkaline aluminosilicate gels, their nanostructure particle size, and their pore size distribution. In this model, four monomer species are coarse-grained with different particle sizes. The novelty is extending the previous on-lattice approach from White et al. (2012 and 2020) by implementing a full off-lattice numerical implementation to consider tetrahedral geometrical constraints when aggregating the particles into clusters. Aggregation of the dissolved silicate and aluminate monomers was simulated until reaching the equilibrium condition of 16.46% and 17.04% in particle number, respectively. The cluster size formation was analyzed as a function of iteration step evolution. The obtained equilibrated nano-structure was digitized to obtain the pore size distribution and this was compared with the on-lattice CGMC and measurement results from White et al. The observed difference highlighted the importance of the developed off-lattice CGMC approach to better describe the nanostructure of aluminosilicate gels. MDPI 2023-02-24 /pmc/articles/PMC10004603/ /pubmed/36902975 http://dx.doi.org/10.3390/ma16051863 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Izadifar, Mohammadreza
Valencia, Nicolas Castrillon
Xiao, Peng
Ukrainczyk, Neven
Koenders, Eduardus
3D Off-Lattice Coarse-Grained Monte Carlo Simulations for Nucleation of Alkaline Aluminosilicate Gels
title 3D Off-Lattice Coarse-Grained Monte Carlo Simulations for Nucleation of Alkaline Aluminosilicate Gels
title_full 3D Off-Lattice Coarse-Grained Monte Carlo Simulations for Nucleation of Alkaline Aluminosilicate Gels
title_fullStr 3D Off-Lattice Coarse-Grained Monte Carlo Simulations for Nucleation of Alkaline Aluminosilicate Gels
title_full_unstemmed 3D Off-Lattice Coarse-Grained Monte Carlo Simulations for Nucleation of Alkaline Aluminosilicate Gels
title_short 3D Off-Lattice Coarse-Grained Monte Carlo Simulations for Nucleation of Alkaline Aluminosilicate Gels
title_sort 3d off-lattice coarse-grained monte carlo simulations for nucleation of alkaline aluminosilicate gels
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10004603/
https://www.ncbi.nlm.nih.gov/pubmed/36902975
http://dx.doi.org/10.3390/ma16051863
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