Surrogate Modeling using Physics-guided Learning

Author:

Ozdagli Ali1ORCID,Volgyesi Peter2ORCID,Koutsoukos Xenofon2ORCID

Affiliation:

1. Florida Gulf Coast University, USA

2. Vanderbilt University, USA

Funder

DARPA

Publisher

ACM

Reference18 articles.

1. ANSYS. 2022. Student Version 2022 R2. Ansys Inc. Canonsburg Pennsylvania. ANSYS. 2022. Student Version 2022 R2. Ansys Inc. Canonsburg Pennsylvania.

2. On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

3. Adam Cobb , Anirban Roy , Daniel Elenius , and Susmit Jha . 2022 . Trinity AI Co-Designer for Hierarchical Oracle-guided Design of Cyber-Physical Systems. In 2022 IEEE Workshop on Design Automation for CPS and IoT (DESTION). IEEE, 42–44 . Adam Cobb, Anirban Roy, Daniel Elenius, and Susmit Jha. 2022. Trinity AI Co-Designer for Hierarchical Oracle-guided Design of Cyber-Physical Systems. In 2022 IEEE Workshop on Design Automation for CPS and IoT (DESTION). IEEE, 42–44.

4. Arka Daw , Anuj Karpatne , William  D Watkins , Jordan  S Read , and Vipin Kumar . 2017. Physics-guided neural networks (pgnn): An application in lake temperature modeling . In Knowledge-Guided Machine Learning . Chapman and Hall/CRC , 353–372. Arka Daw, Anuj Karpatne, William D Watkins, Jordan S Read, and Vipin Kumar. 2017. Physics-guided neural networks (pgnn): An application in lake temperature modeling. In Knowledge-Guided Machine Learning. Chapman and Hall/CRC, 353–372.

5. Matthew Emerson and Janos Sztipanovits. 2006. Techniques for metamodel composition. In OOPSLA–6th Workshop on Domain Specific Modeling. 123–139. Matthew Emerson and Janos Sztipanovits. 2006. Techniques for metamodel composition. In OOPSLA–6th Workshop on Domain Specific Modeling. 123–139.

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