Kinetic energy densities based on the fourth order gradient expansion: performance in different classes of materials and improvementviamachine learning
Author:
Affiliation:
1. Department of Mechanical Engineering
2. National University of Singapore
3. Singapore 117576
Abstract
We study the performance of fourth-order gradient expansions of the kinetic energy density (KED) in semi-local kinetic energy functionals depending on the density-dependent variables.
Funder
Ministry of Education - Singapore
Publisher
Royal Society of Chemistry (RSC)
Subject
Physical and Theoretical Chemistry,General Physics and Astronomy
Link
http://pubs.rsc.org/en/content/articlepdf/2019/CP/C8CP06433D
Reference88 articles.
1. Inhomogeneous Electron Gas
2. D. Sholl and J. A.Steckel , Density Functional Theory: A Practical Introduction , Wiley , 2009
3. Self-Consistent Equations Including Exchange and Correlation Effects
4. Recent Progress in Orbital-free Density Functional Theory , ed. T. A. Wesolowski and Y. A. Wang , World Scientific , 2013
5. Orbital-free kinetic-energy functionals for the nearly free electron gas
Cited by 46 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. Recent advancements and challenges in orbital‐free density functional theory;WIREs Computational Molecular Science;2024-05
2. Unraveling the mechanisms underlying lignin and xylan dissolution in recyclable biphasic catalytic systems;Fuel;2024-05
3. GradDFT. A software library for machine learning enhanced density functional theory;The Journal of Chemical Physics;2024-02-13
4. Kohn–Sham accuracy from orbital-free density functional theory via Δ-machine learning;The Journal of Chemical Physics;2023-12-26
5. Machine learning of kinetic energy densities with target and feature smoothing: Better results with fewer training data;The Journal of Chemical Physics;2023-12-19
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