Foundations of population-based SHM, Part IV : the geometry of spaces of structures and their feature spaces

Tsialiamanis, G., Mylonas, C., Chatzi, E. et al. (3 more authors) (2021) Foundations of population-based SHM, Part IV : the geometry of spaces of structures and their feature spaces. Mechanical Systems and Signal Processing, 157. 107692. ISSN 0888-3270

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Authors/Creators:
Copyright, Publisher and Additional Information: © 2021 Elsevier. This is an author produced version of a paper subsequently published in Mechanical Systems and Signal Processing. Uploaded in accordance with the publisher's self-archiving policy. Article available under the terms of the CC-BY-NC-ND licence (https://creativecommons.org/licenses/by-nc-nd/4.0/).
Keywords: Population-Based Structural Health Monitoring (PBSHM); Differentiable manifolds; Fibre bundles; Confounding influences; Graph Neural Networks (GNNs)
Dates:
  • Accepted: 23 January 2021
  • Published (online): 22 February 2021
  • Published: August 2021
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Mechanical Engineering (Sheffield)
Funding Information:
FunderGrant number
European Commission - HORIZON 2020764547
Engineering and Physical Science Research CouncilEP/R003645/1
Depositing User: Symplectic Sheffield
Date Deposited: 04 Mar 2021 07:20
Last Modified: 22 Feb 2022 01:38
Status: Published
Publisher: Elsevier BV
Refereed: Yes
Identification Number: https://doi.org/10.1016/j.ymssp.2021.107692

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