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Jack Poole
Jack Poole
Verified email at sheffield.ac.uk
Title
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Year
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
292022
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
192023
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
62022
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
52021
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
32012
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
22024
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
22023
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
12023
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
12023
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
12023
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
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