Items where authors include "Bull, L.A."
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Dardeno, T.A. orcid.org/0000-0002-0991-412X, Worden, K. orcid.org/0000-0002-1035-238X, Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (2 more authors) (2024) On the hierarchical Bayesian modelling of frequency response functions. Mechanical Systems and Signal Processing, 208. 111072. ISSN 0888-3270
Hughes, A.J. orcid.org/0000-0002-9692-9070, Bull, L.A., Gardner, P. orcid.org/0000-0002-1882-9728 et al. (2 more authors) (2022) On robust risk-based active-learning algorithms for enhanced decision support. Mechanical Systems and Signal Processing, 181. 109502. ISSN 0888-3270
Dardeno, T.A., Bull, L.A., Mills, R.S. orcid.org/0000-0003-1613-2369 et al. (2 more authors) (2022) Modelling variability in vibration-based PBSHM via a generalised population form. Journal of Sound and Vibration, 538. 117227. ISSN 0022-460X
Bull, L.A., Dervilis, N. orcid.org/0000-0002-5712-7323, Worden, K. orcid.org/0000-0002-1035-238X et al. (2 more authors) (2022) A sampling-based approach for information-theoretic inspection management. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 478 (2262). ISSN 1364-5021
Gardner, P. orcid.org/0000-0002-1882-9728, Bull, L.A., Gosliga, J. et al. (3 more authors) (2022) A population-based SHM methodology for heterogeneous structures : transferring damage localisation knowledge between different aircraft wings. Mechanical Systems and Signal Processing, 172. 108918. ISSN 0888-3270
Bull, L.A., Gardner, P.A. orcid.org/0000-0002-1882-9728, Rogers, T.J. orcid.org/0000-0002-3433-3247 et al. (6 more authors) (2022) Bayesian modelling of multivalued power curves from an operational wind farm. Mechanical Systems and Signal Processing, 169. 108530. ISSN 0888-3270
Gardner, P. orcid.org/0000-0002-1882-9728, Bull, L.A., Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (1 more author) (2022) Domain-adapted Gaussian mixture models for population-based structural health monitoring. Journal of Civil Structural Health Monitoring. ISSN 2190-5452
Gardner, P. orcid.org/0000-0002-1882-9728, Bull, L.A., Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (1 more author) (2022) On the application of kernelised Bayesian transfer learning to population-based structural health monitoring. Mechanical Systems and Signal Processing, 167 (Part B). 108519. ISSN 0888-3270
Hughes, A.J. orcid.org/0000-0002-9692-9070, Bull, L.A., Gardner, P. orcid.org/0000-0002-1882-9728 et al. (2 more authors) (2022) On robust risk-based active-learning algorithms for enhanced decision support. arXiv. (Submitted)
Gardner, P. orcid.org/0000-0002-1882-9728, Bull, L.A. orcid.org/0000-0002-0225-5010, Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (1 more author) (2021) Overcoming the problem of repair in structural health monitoring: Metric-informed transfer learning. Journal of Sound and Vibration, 510. 116245. ISSN 0022-460X
Bull, L.A. orcid.org/0000-0002-0225-5010, Gardner, P.A. orcid.org/0000-0002-1882-9728, Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (4 more authors) (2021) On the transfer of damage detectors between structures: an experimental case study. Journal of Sound and Vibration, 501. 116072. ISSN 0022-460X
Hughes, A.J. orcid.org/0000-0002-9692-9070, Bull, L.A., Gardner, P. orcid.org/0000-0002-1882-9728 et al. (3 more authors) (2021) On risk-based active learning for structural health monitoring. arXiv. (Submitted)
Bull, L.A. orcid.org/0000-0002-0225-5010, Gardner, P. orcid.org/0000-0002-1882-9728, Rogers, T.J. orcid.org/0000-0002-3433-3247 et al. (3 more authors) (2021) Probabilistic inference for structural health monitoring: new modes of learning from data. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 7 (1). 03120003. ISSN 2376-7642
Gardner, P. orcid.org/0000-0002-1882-9728, Bull, L.A., Gosliga, J. et al. (2 more authors) (2021) Foundations of population-based SHM, part III : heterogeneous populations – mapping and transfer. Mechanical Systems and Signal Processing, 149. 107142. ISSN 0888-3270
Bull, L.A., Gardner, P.A. orcid.org/0000-0002-1882-9728, Gosliga, J. et al. (7 more authors) (2021) Foundations of population-based SHM, Part I : homogeneous populations and forms. Mechanical Systems and Signal Processing, 148. 107141. ISSN 0888-3270
Gosliga, J., Gardner, P.A. orcid.org/0000-0002-1882-9728, Bull, L.A. et al. (2 more authors) (2021) Foundations of population-based SHM, part II : heterogeneous populations – graphs, networks, and communities. Mechanical Systems and Signal Processing, 148. 107144. ISSN 0888-3270
Chetcuti Zammit, S., Bull, L.A. orcid.org/0000-0002-0225-5010, Sanders, D.S. et al. (4 more authors) (2020) Towards the probabilistic analysis of small bowel capsule endoscopy features to predict severity of duodenal histology in patients with villous atrophy. Journal of Medical Systems, 44 (11). 195. ISSN 0148-5598
Worden, K. orcid.org/0000-0002-1035-238X, Bull, L.A., Gardner, P. orcid.org/0000-0002-1882-9728 et al. (6 more authors) (2020) A brief introduction to recent developments in population-based structural health monitoring. Frontiers in Built Environment, 6. 146.
Bull, L.A., Rogers, T.J. orcid.org/0000-0002-3433-3247, Wickramarachchi, C. et al. (3 more authors) (2019) Probabilistic active learning : an online framework for structural health monitoring. Mechanical Systems and Signal Processing, 134. ISSN 0888-3270
Bull, L.A., Worden, K., Manson, G. et al. (1 more author) (2018) Active learning for semi-supervised structural health monitoring. Journal of Sound and Vibration. ISSN 0022-460X
Book Section
Gardner, P. orcid.org/0000-0002-1882-9728, Bull, L.A., Gosliga, J. orcid.org/0000-0003-3997-3224 et al. (4 more authors) (2022) Population-based structural health monitoring. In: Cury, A., Ribeiro, D., Ubertini, F. and Todd, M.D., (eds.) Structural Health Monitoring Based on Data Science Techniques. Structural Integrity (21). Springer Cham , pp. 413-435. ISBN 9783030817152
Proceedings Paper
Hughes, A.J., Bull, L.A., Gardner, P. et al. (3 more authors) (2022) Semi-supervised risk-based active learning using inspection and maintenance information. In: Proceedings of ISMA 2022-International Conference on Noise and Vibration Engineering and USD 2022-International Conference on Uncertainty in Structural Dynamics. ISMA 2022-International Conference on Noise and Vibration Engineering and USD 2022-International Conference on Uncertainty in Structural Dynamics (ISMA-USD 2022), 12-14 Sep 2022, Leuven, Belgium. KU Leuven Department of Mechanical Engineering .
Gardner, P.A. orcid.org/0000-0002-1882-9728, Bull, L.A., Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (1 more author) (2022) Challenges for SHM from structural repairs : an outlier-informed domain adaptation approach. In: Madarshahian, R. and Hemez, F., (eds.) Data Science in Engineering, Volume 9 : Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021. 39th IMAC - A Conference and Exposition on Structural Dynamics 2021, 08-11 Feb 2021, Virtual conference. Conference Proceedings of the Society for Experimental Mechanics (CPSEMS) . Springer International Publishing , pp. 75-86. ISBN 9783030760038
Gardner, P.A. orcid.org/0000-0002-1882-9728, Bull, L.A., Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (1 more author) (2022) On the application of heterogeneous transfer learning to population-based structural health monitoring. In: Madarshahian, R. and Hemez, F., (eds.) Data Science in Engineering, Volume 9 : Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021. 39th IMAC - A Conference and Exposition on Structural Dynamics 2021, 08-11 Feb 2021, Virtual conference. Conference Proceedings of the Society for Experimental Mechanics (CPSEMS) . Springer International Publishing , pp. 87-98. ISBN 9783030760038
Bull, L.A., Gardner, P.A. orcid.org/0000-0002-1882-9728, Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (1 more author) (2021) Normalising flows and nonlinear normal modes. In: Pillonetto, G., (ed.) IFAC-PapersOnLine. 19th IFAC Symposium on System Identification (SYSID 2021), 13-16 Jul 2021, Padova, Italy. Elsevier BV , pp. 655-660.
Hughes, A.J. orcid.org/0000-0002-9692-9070, Bull, L.A., Gardner, P. et al. (3 more authors) (2021) A risk-based active learning approach to inspection scheduling. In: Proceedings of the 10th International Conference on Structural Health Monitoring of Intelligent Infrastructure. 10th International Conference on Structural Health Monitoring of Intelligent Infrastructure, 30 Jun - 02 Jul 2021, Porto, Portugal. International Society for Structural Health Monitoring of Intelligent Infrastructure (ISHMII) .
Gardner, P. orcid.org/0000-0002-1882-9728, Bull, L.A. orcid.org/0000-0002-0225-5010, Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (1 more author) (2020) Kernelised Bayesian transfer learning for population-based structural health monitoring. In: Mao, Z., (ed.) Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020. 38th IMAC : A Conference and Exposition on Structural Dynamics, 10-13 Feb 2020, Houston, TX USA. Conference Proceedings of the Society for Experimental Mechanics Series, 3 . Springer International Publishing , pp. 209-215. ISBN 9783030487782
Bull, L.A. orcid.org/0000-0002-0225-5010, Gardner, P.A. orcid.org/0000-0002-1882-9728, Gosliga, J. et al. (7 more authors) (2020) Towards population-based structural health monitoring, part I : homogeneous populations and forms. In: Mao, Z., (ed.) Model Validation and Uncertainty Quantification, Volume 3 : Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020. 38th IMAC : A Conference and Exposition on Structural Dynamics, 10-13 Feb 2020, Houston, TX USA. Conference Proceedings of the Society for Experimental Mechanics Series . Springer International Publishing , pp. 287-302. ISBN 9783030487782
Gardner, P. orcid.org/0000-0002-1882-9728, Bull, L.A. orcid.org/0000-0002-0225-5010, Gosliga, J. et al. (2 more authors) (2020) Towards population-based structural health monitoring, part IV : heterogeneous populations, transfer and mapping. In: Mao, Z., (ed.) Model Validation and Uncertainty Quantification, Volume 3 : Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020. 38th IMAC : A Conference and Exposition on Structural Dynamics, 10-13 Feb 2020, Houston, TX USA. Conference Proceedings of the Society for Experimental Mechanics Series . Springer International Publishing , pp. 187-199. ISBN 9783030487782
Gosliga, J., Gardner, P.A., Bull, L.A. et al. (2 more authors) (2020) Towards population-based structural health monitoring, Part II : heterogeneous populations and structures as graphs. In: Dilworth, B.J. and Mains, M., (eds.) Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020. 38th International Modal Analysis Conference, 10-13 Feb 2020, Houston, TX, USA. Conference Proceedings of the Society for Experimental Mechanics Series, 8 . Springer , pp. 177-187. ISBN 9783030477165
Gosliga, J., Gardner, P.A., Bull, L.A. et al. (2 more authors) (2020) Towards population-based structural health monitoring, Part III: graphs, networks and communities. In: Dilworth, B.J. and Mains, M., (eds.) Topics in Modal Analysis & Testing. Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020. 38th International Modal Analysis Conference, 10-13 Feb 2020, Houston, TX, USA. Conference Proceedings of the Society for Experimental Mechanics Series, 8 . Springer , pp. 255-267. ISBN 9783030477165
Bull, L.A., Worden, K. orcid.org/0000-0002-1035-238X, Rogers, T.J. orcid.org/0000-0002-3433-3247 et al. (5 more authors) (2019) A probabilistic framework for online structural health monitoring : active learning from machining data streams. In: Journal of Physics: Conference Series. Thirteenth International Conference on Recent Advances in Structural Dynamics (RASD), 15-17 Apr 2019, Valpre, Lyon, France. IOP Publishing .
Bull, L.A., Worden, K., Cross, E.J. et al. (1 more author) (2017) Is it worth changing pattern recognition methods for structural health monitoring? In: Journal of Physics: Conference Series. 12th International Conference on Damage Assessment of Structures , 10-12 Jul 2017, Kitakyushu, Japan. IOP Publishing .