Bayesian Machine Learning Approach to the Quantification of Uncertainties on Ab Initio Potential Energy Surfaces
Author:
Affiliation:
1. University of Illinois at Urbana−Champaign, Urbana, Illinois 61801, United States
2. NASA Ames Research Center, Moffett Field, California 94035-1000, United States
Funder
Air Force Office of Scientific Research
National Aeronautics and Space Administration
Publisher
American Chemical Society (ACS)
Subject
Physical and Theoretical Chemistry
Link
https://pubs.acs.org/doi/pdf/10.1021/acs.jpca.0c02395
Reference114 articles.
1. Rovibrational internal energy transfer and dissociation of N2(1Σg+)−N(4Su) system in hypersonic flows
2. First Principles Calculation of Heavy Particle Rate Coefficients
3. N–N2 state to state vibrational-relaxation and dissociation rates based on quasiclassical calculations
4. Non-equilibrium plasma kinetics: a state-to-state approach
5. Recombination-Assisted Nitrogen Dissociation Rates Under Nonequilibrium Conditions
Cited by 50 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. Uncertainty quantification by direct propagation of shallow ensembles;Machine Learning: Science and Technology;2024-07-05
2. State-to-state study of non-equilibrium recombination of oxygen and nitrogen molecules;The Journal of Chemical Physics;2024-04-03
3. How much does thermal nonequilibrium influence the overall atomic recombination during de-excitation?;Chemical Physics;2024-04
4. Hegel: a high-fidelity flexible software for hypersonics and plasma simulations;AIAA SCITECH 2024 Forum;2024-01-04
5. Adjoint-based sensitivity analysis for chemical non-equilibrium kinetics: application to O2 + O system;AIAA SCITECH 2024 Forum;2024-01-04
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