Automated fit of high-dimensional potential energy surfaces using cluster analysis and interpolation over descriptors of chemical environment
Author:
Publisher
AIP Publishing
Subject
Physical and Theoretical Chemistry,General Physics and Astronomy
Link
http://aip.scitation.org/doi/pdf/10.1063/1.4846297
Reference24 articles.
1. Fitting potential-energy surfaces: A search in the function space by directed genetic programming
2. Interpolating moving least-squares methods for fitting potential energy surfaces: Detailed analysis of one-dimensional applications
3. Interpolating moving least-squares methods for fitting potential energy surfaces: Applications to classical dynamics calculations
4. Molecular potential energy surfaces by interpolation
5. Convergence of molecular potential energy surfaces by interpolation: Application to the OH+H2→H2O+H reaction
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. Neural network potentials for dynamics and thermodynamics of gold nanoparticles;The Journal of Chemical Physics;2017-02-28
2. Novel mixture model for the representation of potential energy surfaces;The Journal of Chemical Physics;2016-10-17
3. Modeling of DFT quality neural network potential for sodium clusters: Application to melting of sodium clusters (Na20 to Na40);Chemical Physics Letters;2016-05
4. Understanding machine-learned density functionals;International Journal of Quantum Chemistry;2015-11-17
5. First-principles interatomic potentials for ten elemental metals via compressed sensing;Physical Review B;2015-08-31
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