default author photo

Elizabeth Jane Cross

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

DOWNLOADS

93

TOTAL CITATIONS

0

Scholarly Papers (2)

Actions:
Email selected abstracts
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)

Abstract:

Loading...

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

2.

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 24 (1,448,301)

Abstract:

Loading...

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