Machine learning for interatomic potential models
Author:
Affiliation:
1. Department of Materials Science and Engineering, Johns Hopkins University, Baltimore, Maryland 21218, USA
Funder
Office of Naval Research
Publisher
AIP Publishing
Subject
Physical and Theoretical Chemistry,General Physics and Astronomy
Link
http://aip.scitation.org/doi/am-pdf/10.1063/1.5126336
Reference153 articles.
1. Generalized Neural-Network Representation of High-Dimensional Potential-Energy Surfaces
2. Gaussian Approximation Potentials: The Accuracy of Quantum Mechanics, without the Electrons
3. Spectral neighbor analysis method for automated generation of quantum-accurate interatomic potentials
4. Moment Tensor Potentials: A Class of Systematically Improvable Interatomic Potentials
5. Fast and Accurate Modeling of Molecular Atomization Energies with Machine Learning
Cited by 241 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. From Data to Discovery: Recent Trends of Machine Learning in Metal–Organic Frameworks;JACS Au;2024-09-12
2. Leveraging Machine Learning Potentials for In-Situ Searching of Active sites in Heterogeneous Catalysis;Precision Chemistry;2024-09-11
3. Grand-Canonical First Principles-Based Calculations of Electrochemical Reactions;Journal of The Electrochemical Society;2024-09-02
4. Research methods and devices for hydrate characteristics during oil and gas transportation: A review;Chinese Journal of Chemical Engineering;2024-09
5. Competition between long- and short-range order in size-mismatched medium-entropy alloys;Acta Materialia;2024-09
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