Search Results for author: Matthew R. Jones

Found 3 papers, 0 papers with code

Full-scale modal testing of a Hawk T1A aircraft for benchmarking vibration-based methods

no code implementations6 Oct 2023 Marcus Haywood-Alexander, Robin S. Mills, Max D. Champneys, Matthew R. Jones, Matthew S. Bonney, David Wagg, Timothy J. Rogers

The collected data is made freely and openly available with the intention that it serve as a benchmark dataset for challenges in full-scale structural dynamics.

Benchmarking Experimental Design

Encoding Domain Expertise into Multilevel Models for Source Location

no code implementations15 May 2023 Lawrence A. Bull, Matthew R. Jones, Elizabeth J. Cross, Andrew Duncan, Mark Girolami

Most interestingly, domain expertise and knowledge of the underlying physics can be encoded in the model at the system, subgroup, or population level.

Transfer Learning

A Bayesian methodology for localising acoustic emission sources in complex structures

no code implementations21 Dec 2020 Matthew R. Jones, Tim J. Rogers, Keith Worden, Elizabeth J. Cross

In the field of structural health monitoring (SHM), the acquisition of acoustic emissions to localise damage sources has emerged as a popular approach.

Cannot find the paper you are looking for? You can Submit a new open access paper.