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Off-Lattice Monte-Carlo Approach for Studying Nucleation and Evaporation Phenomena at the Molecular Scale

Droplet nucleation and evaporation are ubiquitous in nature and many technological applications, such as phase-change cooling and boiling heat transfer. So far, the description of these phenomena at the molecular scale has posed challenges for modelling with most of the models being implemented on a...

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Autores principales: Theodorakis, Panagiotis E., Wang, Yongjie, Chen, Aiqiang, Liu, Bin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8122685/
https://www.ncbi.nlm.nih.gov/pubmed/33919063
http://dx.doi.org/10.3390/ma14092092
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author Theodorakis, Panagiotis E.
Wang, Yongjie
Chen, Aiqiang
Liu, Bin
author_facet Theodorakis, Panagiotis E.
Wang, Yongjie
Chen, Aiqiang
Liu, Bin
author_sort Theodorakis, Panagiotis E.
collection PubMed
description Droplet nucleation and evaporation are ubiquitous in nature and many technological applications, such as phase-change cooling and boiling heat transfer. So far, the description of these phenomena at the molecular scale has posed challenges for modelling with most of the models being implemented on a lattice. Here, we propose an off-lattice Monte-Carlo approach combined with a grid that can be used for the investigation of droplet formation and evaporation. We provide the details of the model, its implementation as Python code, and results illustrating its dependence on various parameters. The method can be easily extended for any force-field (e.g., coarse-grained, all-atom models, and external fields, such as gravity and electric field). Thus, we anticipate that the proposed model will offer opportunities for a wide range of studies in various research areas involving droplet formation and evaporation and will also form the basis for further method developments for the molecular modelling of such phenomena.
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spelling pubmed-81226852021-05-16 Off-Lattice Monte-Carlo Approach for Studying Nucleation and Evaporation Phenomena at the Molecular Scale Theodorakis, Panagiotis E. Wang, Yongjie Chen, Aiqiang Liu, Bin Materials (Basel) Article Droplet nucleation and evaporation are ubiquitous in nature and many technological applications, such as phase-change cooling and boiling heat transfer. So far, the description of these phenomena at the molecular scale has posed challenges for modelling with most of the models being implemented on a lattice. Here, we propose an off-lattice Monte-Carlo approach combined with a grid that can be used for the investigation of droplet formation and evaporation. We provide the details of the model, its implementation as Python code, and results illustrating its dependence on various parameters. The method can be easily extended for any force-field (e.g., coarse-grained, all-atom models, and external fields, such as gravity and electric field). Thus, we anticipate that the proposed model will offer opportunities for a wide range of studies in various research areas involving droplet formation and evaporation and will also form the basis for further method developments for the molecular modelling of such phenomena. MDPI 2021-04-21 /pmc/articles/PMC8122685/ /pubmed/33919063 http://dx.doi.org/10.3390/ma14092092 Text en © 2021 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
Theodorakis, Panagiotis E.
Wang, Yongjie
Chen, Aiqiang
Liu, Bin
Off-Lattice Monte-Carlo Approach for Studying Nucleation and Evaporation Phenomena at the Molecular Scale
title Off-Lattice Monte-Carlo Approach for Studying Nucleation and Evaporation Phenomena at the Molecular Scale
title_full Off-Lattice Monte-Carlo Approach for Studying Nucleation and Evaporation Phenomena at the Molecular Scale
title_fullStr Off-Lattice Monte-Carlo Approach for Studying Nucleation and Evaporation Phenomena at the Molecular Scale
title_full_unstemmed Off-Lattice Monte-Carlo Approach for Studying Nucleation and Evaporation Phenomena at the Molecular Scale
title_short Off-Lattice Monte-Carlo Approach for Studying Nucleation and Evaporation Phenomena at the Molecular Scale
title_sort off-lattice monte-carlo approach for studying nucleation and evaporation phenomena at the molecular scale
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8122685/
https://www.ncbi.nlm.nih.gov/pubmed/33919063
http://dx.doi.org/10.3390/ma14092092
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