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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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Published in: Engineering Analysis with Boundary Elements
ISSN: 0955-7997
Published: Elsevier BV 2022
Online Access: Check full text

URI: https://cronfa.swan.ac.uk/Record/cronfa60825
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Keywords: Reduced order model; Deep learning; Auto-Encoder; LSTM; EnKF
College: Faculty of Science and Engineering
Funders: 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.
Start Page: 46
End Page: 55