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Matthew R. Jones

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

125

TOTAL CITATIONS

1

Scholarly Papers (3)

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1.

Grey-Box Gaussian Processes for Mode Shape Normalisation: Damage Localisation under Environmental and Operational Variability

Number of pages: 40 Posted: 28 Nov 2025
Sören Möller, Matthew R. Jones, Clemens Jonscher, Jasper Ragnitz, Elizabeth Jane Cross and Raimund Rolfes
affiliation not provided to SSRN, affiliation not provided to SSRN, Leibniz University Hannover, Leibniz University Hannover, affiliation not provided to SSRN and Leibniz University Hannover
Downloads 69 (883,195)

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Model-based SHM, EOVs, Mode shapes, Gaussian process regression, Grey-box modelling

2.

Full-Scale Modal Testing of a Hawk T1a Aircraft for Benchmarking Vibration-Based Methods

Number of pages: 34 Posted: 20 Sep 2023
Marcus Haywood-Alexander, Robin S. Mills, Max Champneys, Matthew R. Jones, Matthew S. Bonney, David J. Wagg and Timothy J. Rogers
affiliation not provided to SSRN, Laboratory for Verification and Validation (LVV) - Dynamics Research Group, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Sheffield - Department of Mechanical Engineering and University of Sheffield - Dynamics Research Group
Downloads 33 (1,277,121)
Citation 1

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Modal testing, Hawk T1A, Full-scale dynamic testing, Shaker test, SIMO testing, Aircraft dynamics

3.

Physically-Informed Change-Point Kernels for Structural Dynamics

Number of pages: 26 Posted: 19 Jun 2025
Daniel James Pitchforth, Matthew R. Jones, Samuel John Gibson and Elizabeth Jane Cross
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 23 (1,448,301)

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Physics-informed machine learning, Gaussian process, Switching model, Kernel design, Bridge deck response, Aircraft wing strain