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 | 32 | 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 | 22 | 2023 |
On the application of partial domain adaptation for pbshm J Poole, P Gardner, N Dervilis, L Bull, K Worden European Workshop on Structural Health Monitoring, 408-418, 2022 | 6 | 2022 |
A domain adaptation approach to damage classification with an application to bridge monitoring V Giglioni, J Poole, I Venanzi, F Ubertini, K Worden Mechanical Systems and Signal Processing 209, 111135, 2024 | 5 | 2024 |
On normalisation for domain adaptation in population-based structural health monitoring J Poole, P Gardner, N Dervilis, L Bull, K Worden STRUCTURAL HEALTH MONITORING 2021, 2021 | 5 | 2021 |
On aspects of geometry in SHM and population-based SHM CT Wickramarachchi, J Poole, EJ Cross, K Worden Data Science in Engineering, Volume 9: Proceedings of the 40th IMAC, A …, 2012 | 4 | 2012 |
Quantifying the value of information transfer in population-based SHM AJ Hughes, J Poole, N Dervilis, P Gardner, K Worden arXiv preprint arXiv:2311.03083, 2023 | 2 | 2023 |
On the use of domain adaptation techniques for bridge damage detection in a changing environment V Giglioni, J Poole, I Venanzi, F Ubertini, K Worden ce/papers 6 (5), 975-980, 2023 | 2 | 2023 |
A decision framework for selecting information-transfer strategies in population-based SHM AJ Hughes, J Poole, N Dervilis, P Gardner, K Worden arXiv preprint arXiv:2307.06978, 2023 | 1 | 2023 |
Towards physics-based metrics for transfer learning in dynamics J Poole, P Gardner, N Dervilis, JH Mclean, TJ Rogers, K Worden Society for Experimental Mechanics Annual Conference and Exposition, 73-81, 2023 | 1 | 2023 |
An Application of Domain Adaptation for Population-Based Structural Health Monitoring V Giglioni, J Poole, I Venanzi, F Ubertini, N Dervilis, K Worden Journal of Physics: Conference Series 2647 (18), 182027, 2024 | | 2024 |
A Transfer Learning Application for Damage Identification Across a Population of Experimental Bridges V Giglioni, J Poole, R Mills, I Venanzi, F Ubertini, K Worden International Operational Modal Analysis Conference, 33-43, 2024 | | 2024 |
Multitask feature selection within structural datasets S Bee, J Poole, K Worden, N Dervilis, L Bull Data-Centric Engineering 5, e4, 2024 | | 2024 |
Damage localisation using disparate damage states via domain adaptation CT Wickramarachchi, P Gardner, J Poole, C Hübler, C Jonscher, R Rolfes Data-Centric Engineering 5, e3, 2024 | | 2024 |
Physics-Informed Transfer Learning in PBSHM: A Case Study on Experimental Helicopter Blades J POOLE, P GARDNER, AJ HUGHES, RS MILLS, TA DARDENO, ... STRUCTURAL HEALTH MONITORING 2023, 2023 | | 2023 |
On a Population-Based Structural Health Monitoring Framework: An Aerospace Case Study P GARDNER, LA BULL, J GOSLIGA, J POOLE, N DERVILIS, K WORDEN STRUCTURAL HEALTH MONITORING 2021, 2021 | | 2021 |
Embedding an Initial Transfer-Learning Technology within a Population-Based SHM Framework T Gowdridge, J McCulloch, J Poole, T Rogers, K Worden, DS Brennan | | |