| 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 | 41 | 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 | 31 | 2023 |
| 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 | 27 | 2024 |
| 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 | 7 | 2022 |
| 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 | 6 | 2023 |
| Quantifying the value of information transfer in population-based SHM AJ Hughes, J Poole, N Dervilis, P Gardner, K Worden IMAC, A Conference and Exposition on Structural Dynamics, 19-31, 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 |
| 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 | 4 | 2023 |
| 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 positive transfer: An experimental case study AJ Hughes, G Delo, J Poole, N Dervilis, K Worden arXiv preprint arXiv:2407.14342, 2024 | 2 | 2024 |
| 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 | 2 | 2023 |
| Statistical alignment in transfer learning to address the repair problem: An experimental case study CT Wickramarachchi Hannover: Institutionelles Repositorium der Leibniz Universität Hannover, 2023 | 2 | 2023 |
| A comprehensive dataset for a population of experimental bridges under changing environmental conditions for PBSHM V Giglioni, J Poole, R Mills, N Dervilis, I Venanzi, F Ubertini, K Worden IMAC, A Conference and Exposition on Structural Dynamics, 59-68, 2024 | 1 | 2024 |
| Multitask feature selection within structural datasets S Bee, J Poole, K Worden, N Dervilis, L Bull Data-Centric Engineering 5, e4, 2024 | 1 | 2024 |
| Physics-informed transfer learning in pbshm: a case study on experimental helicopter blades J Poole, P Gardner, AJ Hughes, RS MILLS, TA DARDENO, N DERVILIS, ... STRUCTURAL HEALTH MONITORING 2023, 2023 | 1 | 2023 |
| Transfer learning in bridge monitoring: Laboratory study on domain adaptation for population-based SHM of multispan continuous girder bridges V Giglioni, J Poole, R Mills, I Venanzi, F Ubertini, K Worden Mechanical Systems and Signal Processing 224, 112151, 2025 | | 2025 |
| 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 |
| On the application of domain adaptation for knowledge transfer and damage detection across bridge spans: an experimental case study V Giglioni, J Poole, R Mills, I Venanzi, F Ubertini, K Worden Procedia Structural Integrity 62, 887-894, 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 |
Keith WordenUniversity of SheffieldAdresse e-mail validée de sheffield.ac.uk