Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1783692685249347584 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8122685 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT theodorakispanagiotise offlatticemontecarloapproachforstudyingnucleationandevaporationphenomenaatthemolecularscale AT wangyongjie offlatticemontecarloapproachforstudyingnucleationandevaporationphenomenaatthemolecularscale AT chenaiqiang offlatticemontecarloapproachforstudyingnucleationandevaporationphenomenaatthemolecularscale AT liubin offlatticemontecarloapproachforstudyingnucleationandevaporationphenomenaatthemolecularscale |