Sparse Gaussian Process Regression-Based Machine Learned First-Principles Force-Fields for Saturated, Olefinic, and Aromatic Hydrocarbons
Author:
Affiliation:
1. Center for Superfunctional Materials, Department of Chemistry, Ulsan National Institute of Science and Technology, 50 UNIST-gil, Ulsan 44919, Korea
Funder
Ulsan National Institute of Science and Technology
National Research Foundation of Korea
Korea Institute of Science and Technology Information
Publisher
American Chemical Society (ACS)
Subject
General Medicine
Link
https://pubs.acs.org/doi/pdf/10.1021/acsphyschemau.1c00058
Reference42 articles.
1. Optimized intermolecular potential functions for liquid hydrocarbons
2. Development and Testing of the OPLS All-Atom Force Field on Conformational Energetics and Properties of Organic Liquids
3. Optimization of the OPLS-AA Force Field for Long Hydrocarbons
4. CHARMM: The biomolecular simulation program
5. A Second Generation Force Field for the Simulation of Proteins, Nucleic Acids, and Organic Molecules
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. Deep-Learning Interatomic Potential Connects Molecular Structural Ordering to the Macroscale Properties of Polyacrylonitrile;ACS Applied Materials & Interfaces;2024-07-03
2. Progress in Single/Multi Atoms and 2D‐Nanomaterials for Electro/Photocatalytic Nitrogen Reduction: Experimental, Computational and Machine Leaning Developments;Advanced Energy Materials;2024-02-11
3. Current and future machine learning approaches for modeling atmospheric cluster formation;Nature Computational Science;2023-06-26
4. Computer Aided Development of Nucleic Acid Applications in Nanotechnologies;Small;2022-10-10
5. Challenges, Opportunities, and Prospects in Metal Halide Perovskites from Theoretical and Machine Learning Perspectives;Advanced Energy Materials;2022-10-06
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