登录 注册 会员服务 联系我们

Manifold Approximations via Transported Subspaces: Model Reduction for Transport-Dominated Problems

  • Published:2023-02-23 Issue:1 Volume:45 Page:A170-A199
  • ISSN:1064-8275
  • Container-title:SIAM Journal on Scientific Computing
  • language:en
  • Short-container-title:SIAM J. Sci. Comput.

Author:

Rim Donsub1ORCID,Peherstorfer Benjamin2,Mandli Kyle T.3ORCID

Affiliation:

1. Department of Mathematics and Statistics, Washington University in St. Louis, St. Louis, MO 63130 USA.

2. Courant Institute of Mathematical Sciences, New York University, New York, NY 10012 USA.

3. Department of Applied Physics and Applied Mathematics, Columbia University, New York, NY 10027 USA.

Funder

Air Force Center of Excellence on Multi-Fidelity Modeling of Rocket Combustor Dynamics

AFOSR MURI

National Science Foundation

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Subject

Applied Mathematics,Computational Mathematics

Cited by 7 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. TGPT-PINN: Nonlinear model reduction with transformed GPT-PINNs;Computer Methods in Applied Mechanics and Engineering;2024-10

2. Data-driven snapshot calibration via monotonic feature matching;Finite Elements in Analysis and Design;2024-03

3. Data-driven structure-preserving model reduction for stochastic Hamiltonian systems;Journal of Computational Dynamics;2024

4. Model Order Reduction of Parameter-Dependent Particle Laden Flows;Topical Problems of Fluid Mechanics 2024;2024

5. Lookahead data-gathering strategies for online adaptive model reduction of transport-dominated problems;Chaos: An Interdisciplinary Journal of Nonlinear Science;2023-11-01
同舟云学术

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