Machine Learning-Enabled Design and Prediction of Protein Resistance on Self-Assembled Monolayers and Beyond
Author:
Affiliation:
1. Department of Chemical, Biomolecular, and Corrosion Engineering, The University of Akron, Ohio 44325, United States
2. Department of Chemical Engineering, R&D Center for Membrane Technology, Chung Yuan Christian University, Taoyuan 32023, Taiwan
Funder
NSF
Publisher
American Chemical Society (ACS)
Subject
General Materials Science
Link
https://pubs.acs.org/doi/pdf/10.1021/acsami.1c00642
Reference68 articles.
1. Machine Learning for Materials Scientists: An Introductory Guide toward Best Practices
2. Exploiting machine learning for end-to-end drug discovery and development
3. Applications of machine learning in drug discovery and development
4. Machine Learning and Data Mining Methods in Diabetes Research
5. A review of data-driven approaches for prediction and classification of building energy consumption
Cited by 19 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. Explainable Prediction of Hydrophilic/Hydrophobic Property of Polymer Brush Surfaces by Chemical Modeling and Machine Learning;The Journal of Physical Chemistry B;2024-07-01
2. Protein Adsorption on Solid Surfaces: Data Mining, Database, Molecular Surface-Derived Properties, and Semiempirical Relationships;ACS Applied Materials & Interfaces;2024-05-24
3. Machine Learning in Biomaterials, Biomechanics/Mechanobiology, and Biofabrication: State of the Art and Perspective;Archives of Computational Methods in Engineering;2024-05-04
4. Machine-Learning-Aided Understanding of Protein Adsorption on Zwitterionic Polymer Brushes;ACS Applied Materials & Interfaces;2024-05-03
5. Machine Learning in Commercialized Coatings;Functional Coatings;2024-02-09
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