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Lawrence Bull
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Foundations of population-based SHM, Part III: Heterogeneous populations–Mapping and transfer
P Gardner, LA Bull, J Gosliga, N Dervilis, K Worden
Mechanical Systems and Signal Processing 149, 107142, 2021
1212021
Foundations of population-based SHM, Part I: Homogeneous populations and forms
LA Bull, PA Gardner, J Gosliga, TJ Rogers, N Dervilis, EJ Cross, ...
Mechanical systems and signal processing 148, 107141, 2021
1202021
Foundations of Population-based SHM, Part II: Heterogeneous populations–Graphs, networks, and communities
J Gosliga, PA Gardner, LA Bull, N Dervilis, K Worden
Mechanical Systems and Signal Processing 148, 107144, 2021
1102021
Active learning for semi-supervised structural health monitoring
L Bull, K Worden, G Manson, N Dervilis
Journal of Sound and Vibration 437, 373-388, 2018
762018
Probabilistic active learning: an online framework for structural health monitoring
LA Bull, TJ Rogers, C Wickramarachchi, EJ Cross, K Worden, N Dervilis
Mechanical Systems and Signal Processing 134, 106294, 2019
652019
Towards semi-supervised and probabilistic classification in structural health monitoring
LA Bull, K Worden, N Dervilis
Mechanical Systems and Signal Processing 140, 106653, 2020
642020
Outlier ensembles: A robust method for damage detection and unsupervised feature extraction from high-dimensional data
LA Bull, K Worden, R Fuentes, G Manson, EJ Cross, N Dervilis
Journal of Sound and Vibration 453, 126-150, 2019
532019
On the transfer of damage detectors between structures: An experimental case study
LA Bull, PA Gardner, N Dervilis, E Papatheou, M Haywood-Alexander, ...
Journal of Sound and Vibration 501, 116072, 2021
472021
On risk-based active learning for structural health monitoring
AJ Hughes, LA Bull, P Gardner, RJ Barthorpe, N Dervilis, K Worden
Mechanical Systems and Signal Processing 167, 108569, 2022
342022
Overcoming the problem of repair in structural health monitoring: Metric-informed transfer learning
P Gardner, LA Bull, N Dervilis, K Worden
Journal of Sound and Vibration 510, 116245, 2021
342021
A population-based SHM methodology for heterogeneous structures: Transferring damage localisation knowledge between different aircraft wings
P Gardner, LA Bull, J Gosliga, J Poole, N Dervilis, K Worden
Mechanical Systems and Signal Processing 172, 108918, 2022
312022
On the application of kernelised Bayesian transfer learning to population-based structural health monitoring
P Gardner, LA Bull, N Dervilis, K Worden
Mechanical Systems and Signal Processing 167, 108519, 2022
292022
Knowledge Transfer in Engineering Fleets: Hierarchical Bayesian Modelling for Multi-Task Learning
LA Bull, M Dhada, O Steinert, T Lindgren, AK Parlikad, AB Duncan, ...
Computer‐Aided Civil and Infrastructure Engineering, 2022
26*2022
On statistic alignment for domain adaptation in structural health monitoring
J Poole, P Gardner, N Dervilis, L Bull, K Worden
Structural Health Monitoring 22 (3), 1581-1600, 2023
222023
A brief introduction to recent developments in population-based structural health monitoring
K Worden, LA Bull, P Gardner, J Gosliga, TJ Rogers, EJ Cross, ...
Frontiers in Built Environment 6, 146, 2020
212020
Towards population-based structural health monitoring, Part II: heterogeneous populations and structures as graphs
J Gosliga, P Gardner, LA Bull, N Dervilis, K Worden
Topics in Modal Analysis & Testing, Volume 8, 177-187, 2021
182021
Towards population-based structural health monitoring, Part III: Graphs, networks and communities
J Gosliga, P Gardner, LA Bull, N Dervilis, K Worden
Topics in Modal Analysis & Testing, Volume 8, 255-267, 2021
152021
Bayesian modelling of multivalued power curves from an operational wind farm
LA Bull, PA Gardner, TJ Rogers, N Dervilis, EJ Cross, E Papatheou, ...
Mechanical Systems and Signal Processing 169, 108530, 2022
142022
Towards population-based structural health monitoring, Part I: Homogeneous populations and forms
LA Bull, PA Gardner, J Gosliga, N Dervilis, E Papatheou, AE Maguire, ...
Model Validation and Uncertainty Quantification, Volume 3, 287-302, 2020
132020
Domain-adapted Gaussian mixture models for population-based structural health monitoring
P Gardner, LA Bull, N Dervilis, K Worden
Journal of Civil Structural Health Monitoring 12 (6), 1343-1353, 2022
122022
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Articles 1–20