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EnKF data-driven reduced order assimilation system

Prakhar Sharma Orcid Logo, C. Liu, R. Fu Orcid Logo, Dunhui Xiao Orcid Logo, R. Stefanescu, P. Sharma Orcid Logo, C. Zhu Orcid Logo, S. Sun, C. Wang

Engineering Analysis with Boundary Elements, Volume: 139, Pages: 46 - 55

Swansea University Authors: Prakhar Sharma Orcid Logo, Dunhui Xiao Orcid Logo

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DOI (Published version): 10.1016/j.enganabound.2022.02.016

Published in: Engineering Analysis with Boundary Elements
ISSN: 0955-7997
Published: Elsevier BV 2022
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URI: https://cronfa.swan.ac.uk/Record/cronfa60825
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first_indexed 2022-08-16T11:41:59Z
last_indexed 2023-01-13T19:21:14Z
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spelling 2022-08-16T12:44:36.4303085 v2 60825 2022-08-16 EnKF data-driven reduced order assimilation system c940112620a47fad0bab66de278a47b5 0000-0002-7635-1857 Prakhar Sharma Prakhar Sharma true false 62c69b98cbcdc9142622d4f398fdab97 0000-0003-2461-523X Dunhui Xiao Dunhui Xiao true false 2022-08-16 FGSEN Journal Article Engineering Analysis with Boundary Elements 139 46 55 Elsevier BV 0955-7997 Reduced order model; Deep learning; Auto-Encoder; LSTM; EnKF 1 6 2022 2022-06-01 10.1016/j.enganabound.2022.02.016 COLLEGE NANME Science and Engineering - Faculty COLLEGE CODE FGSEN Swansea University The authors would like to acknowledge the support of EPSRC grant PURIFY (EP/V000756/1) and the Royal Society International Exchanges 2019 Cost Share (IEC\NSFC\191037): United Kingdom. The authors acknowledge the Fundamental Research Funds for the Central Universities: China. We acknowledge the support of the Supercomputing Wales project, which is part-funded by the European Regional Development Fund (ERDF) via Welsh Government. 2022-08-16T12:44:36.4303085 2022-08-16T12:31:27.4521617 Faculty of Science and Engineering School of Aerospace, Civil, Electrical, General and Mechanical Engineering - Aerospace Engineering Prakhar Sharma 0000-0002-7635-1857 1 C. Liu 2 R. Fu 0000-0002-8269-8136 3 Dunhui Xiao 0000-0003-2461-523X 4 R. Stefanescu 5 P. Sharma 0000-0002-7635-1857 6 C. Zhu 0000-0001-8516-2575 7 S. Sun 8 C. Wang 9
title EnKF data-driven reduced order assimilation system
spellingShingle EnKF data-driven reduced order assimilation system
Prakhar Sharma
Dunhui Xiao
title_short EnKF data-driven reduced order assimilation system
title_full EnKF data-driven reduced order assimilation system
title_fullStr EnKF data-driven reduced order assimilation system
title_full_unstemmed EnKF data-driven reduced order assimilation system
title_sort EnKF data-driven reduced order assimilation system
author_id_str_mv c940112620a47fad0bab66de278a47b5
62c69b98cbcdc9142622d4f398fdab97
author_id_fullname_str_mv c940112620a47fad0bab66de278a47b5_***_Prakhar Sharma
62c69b98cbcdc9142622d4f398fdab97_***_Dunhui Xiao
author Prakhar Sharma
Dunhui Xiao
author2 Prakhar Sharma
C. Liu
R. Fu
Dunhui Xiao
R. Stefanescu
P. Sharma
C. Zhu
S. Sun
C. Wang
format Journal article
container_title Engineering Analysis with Boundary Elements
container_volume 139
container_start_page 46
publishDate 2022
institution Swansea University
issn 0955-7997
doi_str_mv 10.1016/j.enganabound.2022.02.016
publisher Elsevier BV
college_str Faculty of Science and Engineering
hierarchytype
hierarchy_top_id facultyofscienceandengineering
hierarchy_top_title Faculty of Science and Engineering
hierarchy_parent_id facultyofscienceandengineering
hierarchy_parent_title Faculty of Science and Engineering
department_str School of Aerospace, Civil, Electrical, General and Mechanical Engineering - Aerospace Engineering{{{_:::_}}}Faculty of Science and Engineering{{{_:::_}}}School of Aerospace, Civil, Electrical, General and Mechanical Engineering - Aerospace Engineering
document_store_str 0
active_str 0
published_date 2022-06-01T04:19:15Z
_version_ 1763754278589038592
score 11.036706

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