Prediction of Water Diffusion in Wide Varieties of Polymers with All-Atom Molecular Dynamics Simulations and Deep Generative Models
Author:
Affiliation:
1. Department of Mechanical Engineering, Keio University, 3-14-1 Hiyoshi, Kohoku-ku, Yokohama223-8522, Japan
2. Graduate School of Engineering Science, Osaka University, 1-3 Machikaneyama, Toyonaka, Osaka560-8531, Japan
Funder
Ministry of Education, Culture, Sports, Science and Technology
Publisher
American Chemical Society (ACS)
Subject
Library and Information Sciences,Computer Science Applications,General Chemical Engineering,General Chemistry
Link
https://pubs.acs.org/doi/pdf/10.1021/acs.jcim.2c01316
Reference55 articles.
1. Permeability and Electrical Properties of Thin Lipid Membranes
2. The permeability to water of bimolecular lipid membranes
3. The solution-diffusion model: a review
Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Machine learning for the advancement of membrane science and technology: A critical review;Journal of Membrane Science;2025-01
2. Water transport mechanism and performance evaluation in polyurethane materials: A state-of-the-art review;Polymer Testing;2024-09
3. Predicting long-term trends in physical properties from short-term molecular dynamics simulations using long short-term memory;Journal of Physics: Condensed Matter;2024-06-25
4. Molecular Dynamics of Solidification;ISIJ International;2024-05-15
5. Calculating diffusion coefficients from molecular dynamics simulations for modelling foam processes of polypropylene: Investigating different process conditions and blowing agents;Journal of Cellular Plastics;2024-01-13
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3