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Jack Poole

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

296

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Active Transfer Learning for Structural Health Monitoring

Number of pages: 36 Posted: 26 Mar 2025
Jack Poole, Keith Worden, Nikolaos Dervilis, Valentina Giglioni, Robin S. Mills, Paul Gardner and Aidan J. Hughes
affiliation not provided to SSRN, University of Sheffield - Dynamics Research Group, University of Sheffield - Dynamics Research Group, University of Perugia, Laboratory for Verification and Validation (LVV) - Dynamics Research Group, University of Sheffield and University of Sheffield
Downloads 126 (572,948)

Abstract:

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PBSHM, Transfer learning, active learning, Domain adaptation, SHM

2.

A Domain Adaptation Approach to Damage Classification with an Application to Bridge Monitoring

Number of pages: 34 Posted: 19 Aug 2023
Valentina Giglioni, Jack Poole, Ilaria Venanzi, Filippo Ubertini and Keith Worden
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Perugia and University of Sheffield - Dynamics Research Group
Downloads 96 (709,832)

Abstract:

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transfer learning, domain adaptation, Stuctural Health Monitoring, Population-based SHM, Bridge damage detection

3.

Physics-Informed Transfer Learning for Shm Via Feature Selection

Number of pages: 42 Posted: 28 Jan 2025
Jack Poole, Paul Gardner, Aidan J. Hughes, Nikolaos Dervilis, Tina Dardeno, Robin S. Mills and Keith Worden
affiliation not provided to SSRN, University of Sheffield, University of Sheffield, University of Sheffield - Dynamics Research Group, University of Sheffield, Laboratory for Verification and Validation (LVV) - Dynamics Research Group and University of Sheffield - Dynamics Research Group
Downloads 74 (844,901)

Abstract:

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Transfer learning, SHM, physic-informed machine learning, domain adaptation