Nonintrusive Reduced-Order Models for Parametric Partial Differential Equations via Data-Driven Operator Inference
Author:
Affiliation:
1. Oden Institute for Computational Engineering and Sciences, University of Texas at Austin, Austin, TX 78712 USA.
2. Department of Mechanical Engineering and Mechanics, Lehigh University, Bethlehem, PA 18015 USA.
Funder
U.S. Air Force
U.S. Department of Energy
US Department of Energy National Nuclear Security Administration
Publisher
Society for Industrial & Applied Mathematics (SIAM)
Subject
Applied Mathematics,Computational Mathematics
Reference52 articles.
1. On the optimality of the Karhunen-Loève expansion (Corresp.)
2. On the Scalar Rational Interpolation Problem
3. Model Reduction of Bilinear Systems in the Loewner Framework
4. Linking Machine Learning with Multiscale Numerics: Data-Driven Discovery of Homogenized Equations
5. Singular Hopf Bifurcation to Relaxation Oscillations
Cited by 5 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. Operator inference driven data assimilation for high fidelity neutron transport;Computer Methods in Applied Mechanics and Engineering;2024-10
2. Gradient preserving Operator Inference: Data-driven reduced-order models for equations with gradient structure;Computer Methods in Applied Mechanics and Engineering;2024-07
3. Data-scarce surrogate modeling of shock-induced pore collapse process;Shock Waves;2024-06
4. DRIPS: A framework for dimension reduction and interpolation in parameter space;Journal of Computational Physics;2023-11
5. SOLVING HIGH-DIMENSIONAL INVERSE PROBLEMS WITH AUXILIARY UNCERTAINTY VIA OPERATOR LEARNING WITH LIMITED DATA;Journal of Machine Learning for Modeling and Computing;2023
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