| 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 | 111 | 2021 |
| 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 | 111 | 2021 |
| 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 | 104 | 2021 |
| 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 | 75 | 2018 |
| 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 | 64 | 2019 |
| Towards semi-supervised and probabilistic classification in structural health monitoring LA Bull, K Worden, N Dervilis Mechanical Systems and Signal Processing 140, 106653, 2020 | 62 | 2020 |
| 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 | 53 | 2019 |
| 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 | 43 | 2021 |
| 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 | 33 | 2021 |
| 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 | 29 | 2022 |
| 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 | 28 | 2022 |
| 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 | 27 | 2022 |
| 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 | 24* | 2022 |
| 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 | 18 | 2021 |
| 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 | 17 | 2023 |
| 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 | 17 | 2020 |
| 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 | 15 | 2021 |
| 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 | 13 | 2020 |
| 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 | 12 | 2022 |
| 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 | 12 | 2022 |
Keith WordenUniversity of SheffieldVerified email at sheffield.ac.uk
