Publications

Journal Articles

2021

On the transfer of damage detectors between structures: An experimental case study
L. Bull, P. Gardner, N. Dervilis, E. Papatheou, M. Haywood-Alexander, R. Mills, and K. Worden
Journal of Sound and Vibration, pp. 116072, Jun. 2021
DOI: https://doi.org/10.1016/j.jsv.2021.116072

Probabilistic inference for structural health monitoring: New modes of learning from data
L.A. Bull, P. Gardner, T.J. Rogers, E.J. Cross, N. Dervilis, and K. Worden
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, vol. 7, no. 1, pp. 03120003, Apr. 2021
DOI: https://doi.org/10.1061/AJRUA6.0001106
Preprint: arXiv:2103.01676

Foundations of population-based SHM, Part III: Heterogeneous populations – Mapping and transfer
P. Gardner, L. Bull, J. Gosliga, N. Dervilis, and K. Worden
Mechanical Systems and Signal Processing, vol. 149, pp. 107142, Mar. 2021
DOI: https://doi.org/10.1016/j.ymssp.2020.107144

Foundations of Population-based SHM, Part II: Heterogeneous populations – Graphs, networks, and communities
J. Gosliga, P. Gardner, L. Bull, N. Dervilis, and K. Worden
Mechanical Systems and Signal Processing, vol. 148, pp. 107144, Feb. 2021
DOI: https://doi.org/10.1016/j.ymssp.2020.107144

Foundations of population-based SHM, Part I: Homogeneous populations and forms
L. Bull, P. Gardner, J. Gosliga, T. Rogers, N. Dervilis, E. Cross, E. Papatheou, A. Maguire, C. Campos, and K. Worden
Mechanical Systems and Signal Processing, vol. 148, pp. 107141, Jan. 2021
DOI: https://doi.org/10.1016/j.ymssp.2020.107141

2020

Towards semi-supervised and probabilistic classification in structural health monitoring
L. Bull, K. Worden, and N. Dervilis
Mechanical Systems and Signal Processing, vol. 140, pp. 106653, May 2020
DOI: https://doi.org/10.1016/j.ymssp.2020.106653
Preprint: White Rose

Towards the probabilistic analysis of small bowel capsule endoscopy features to predict severity of duodenal histology in patients with villous atrophy
S.C. Zammit, L.A. Bull, D.S. Sanders, J. Galvin, N. Dervilis, R. Sidhu, and K. Worden
Journal of Medical Systems, vol. 44, no. 11, pp. 1–10, May 2020
DOI: https://doi.org/10.1007/s10916-020-01657-9

2019

Outlier ensembles: A robust method for damage detection and unsupervised feature extraction from high-dimensional data
L. Bull, K. Worden, R. Fuentes, G. Manson, E. Cross, and N. Dervilis
Journal of Sound and Vibration, vol. 453, pp. 126–150, May 2019
DOI: https://doi.org/10.1016/j.jsv.2019.03.025
Preprint: White Rose

Probabilistic active learning: An online framework for structural health monitoring
L. Bull, T. Rogers, C. Wickramarachchi, E. Cross, K. Worden, and N. Dervilis
Mechanical Systems and Signal Processing, vol. 134, pp. 106294, May 2019
DOI: https://doi.org/10.1016/j.ymssp.2019.106294

2018

Active learning for semi-supervised structural health monitoring
L. Bull, K. Worden, G. Manson, and N. Dervilis
Journal of Sound and Vibration, vol. 437, pp. 373–388, May 2018
DOI: https://doi.org/10.1016/j.jsv.2018.08.040

PhD Thesis

2019

Towards probabilistic and partially-supervised structural health monitoring
L.A. Bull
University of Sheffield, May 2019
http://etheses.whiterose.ac.uk/26282/