Concepedia

Jack Poole

JP

4

Publications

187

Citations

4

H-Index

2022

Active since

Affiliations

University of Sheffield(Current)

University of Perugia

The Alan Turing Institute

Turing Institute

British Library

Jack Poole is an author at University of Sheffield specializing in structural identification, supervised learning, and data mining.

Top concepts

Data MiningEngineeringData ScienceData ModelingMachine LearningDomain AdaptationTransfer LearningKnowledge DiscoveryPattern RecognitionSupervised Learning

Publications per year

2022–2024

4

Publications

4

A domain adaptation approach to damage classification with an application to bridge monitoring

Valentina Giglioni, Jack Poole, Ilaria Venanzi et al. · Mechanical Systems and Signal Processing · 2024 · 63 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +24

A population-based SHM methodology for heterogeneous structures: Transferring damage localisation knowledge between different aircraft wings

Paul Gardner, Lawrence A. Bull, Julian Gosliga et al. · Mechanical Systems and Signal Processing · 2022 · 48 citations · Full text

On statistic alignment for domain adaptation in structural health monitoring

Jack Poole, Paul Gardner, Nikolaos Dervilis et al. · Structural Health Monitoring · 2022 · 41 citations · Full text

Engineering, Machine Learning, Mining Methods +20

Transfer learning in bridge monitoring: Laboratory study on domain adaptation for population-based SHM of multispan continuous girder bridges

Valentina Giglioni, Jack Poole, Robin S. Mills et al. · Mechanical Systems and Signal Processing · 2024 · 35 citations · Full text

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