Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process
Author:
Affiliation:
1. Oden Institute for Computational Engineering and Sciences, University of Texas at Austin, Austin, TX, USA
2. Department of Aerospace Engineering, University of Michigan, Ann Arbor, MI, USA
Funder
Air Force Center of Excellence on Multi-Fidelity Modeling of Rocket Combustor Dynamics
U.S. Department of Energy
Publisher
Informa UK Limited
Subject
Multidisciplinary
Link
https://www.tandfonline.com/doi/pdf/10.1080/03036758.2020.1863237
Reference44 articles.
1. Approximation of Large-Scale Dynamical Systems
2. Missing Point Estimation in Models Described by Proper Orthogonal Decomposition
3. Krylov subspace techniques for reduced-order modeling of large-scale dynamical systems
4. Workshop Report on Basic Research Needs for Scientific Machine Learning: Core Technologies for Artificial Intelligence
5. An ‘empirical interpolation’ method: application to efficient reduced-basis discretization of partial differential equations
Cited by 68 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. Gaussian process learning of nonlinear dynamics;Communications in Nonlinear Science and Numerical Simulation;2024-11
2. Operator inference driven data assimilation for high fidelity neutron transport;Computer Methods in Applied Mechanics and Engineering;2024-10
3. Data-driven identification of stable sparse differential operators using constrained regression;Computer Methods in Applied Mechanics and Engineering;2024-09
4. A system-level interface sampling and reduction method for component mode synthesis with varying parameters;Applied Mathematics and Computation;2024-09
5. Approximating Fracture Paths in Random Heterogeneous Materials: A Probabilistic Learning Perspective;Journal of Engineering Mechanics;2024-08
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