Kernelised Bayesian transfer learning for population-based structural health monitoring

Gardner, P. orcid.org/0000-0002-1882-9728, Bull, L.A. orcid.org/0000-0002-0225-5010, Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (1 more author) (2020) Kernelised Bayesian transfer learning for population-based structural health monitoring. In: Mao, Z., (ed.) Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020. 38th IMAC : A Conference and Exposition on Structural Dynamics, 10-13 Feb 2020, Houston, TX USA. Conference Proceedings of the Society for Experimental Mechanics Series, 3 . Springer International Publishing , pp. 209-215. ISBN 9783030487782

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Copyright, Publisher and Additional Information: © 2020 The Society for Experimental Mechanics, Inc. This is an author-produced version of a paper subsequently published in Proceedings of the 38th IMAC. Uploaded in accordance with the publisher's self-archiving policy.
Keywords: Population-based structural health monitoring; Transfer learning; Multi-task learning
Dates:
  • Published (online): 28 October 2020
  • Published: 28 October 2020
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Mechanical Engineering (Sheffield)
Funding Information:
FunderGrant number
Engineering and Physical Science Research CouncilEP/R006768/1; EP/R003645/1
Depositing User: Symplectic Sheffield
Date Deposited: 28 Jun 2021 09:10
Last Modified: 28 Oct 2021 00:38
Status: Published
Publisher: Springer International Publishing
Series Name: Conference Proceedings of the Society for Experimental Mechanics Series
Refereed: Yes
Identification Number: https://doi.org/10.1007/978-3-030-47638-0_22

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