Items where authors include "Gardner, P."
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Aad, G. orcid.org/0000-0002-6665-4934, Abbott, B. orcid.org/0000-0002-5888-2734, Abeling, K. orcid.org/0000-0002-1002-1652 et al. (5287 more authors) (2024) Evidence for the Higgs boson decay to a Z boson and a photon at the LHC. Physical Review Letters, 132 (2). 021803. ISSN 0031-9007
Wilson, J. orcid.org/0000-0001-5155-2452, Manson, G., Gardner, P. et al. (1 more author) (2023) Hierarchical verification and validation in a forward model-driven structural health monitoring strategy. Structural Health Monitoring. ISSN 1475-9217
Aad, G., Abbott, B., Abbott, D.C. et al. (5241 more authors) (2023) Combination of inclusive top-quark pair production cross-section measurements using ATLAS and CMS data at s√ = 7 and 8 TeV. Journal of High Energy Physics, 2023 (7). 213. ISSN 1126-6708
Alvarado, N., McVey, L., Wright, J. orcid.org/0000-0002-5239-0173 et al. (9 more authors) (2023) Exploring variation in implementation of multifactorial falls risk assessment and tailored interventions: a realist review. BMC Geriatrics, 23. 381. ISSN 1471-2318
Poole, J., Gardner, P. orcid.org/0000-0002-1882-9728, Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (2 more authors) (2023) On statistic alignment for domain adaptation in structural health monitoring. Structural Health Monitoring, 22 (3). pp. 1581-1600. ISSN 1475-9217
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
Brennan, D.S., Gosliga, J., Gardner, P. et al. (2 more authors) (2022) On the application of population-based structural health monitoring in aerospace engineering. Frontiers in Robotics and AI, 9. 840058. ISSN 2296-9144
Driessen, E., Cohen, Z.D., Lorenzo-Luaces, L. et al. (14 more authors) (2022) Efficacy and moderators of cognitive therapy versus behavioural activation for adults with depression : study protocol of a systematic review and meta-analysis of individual participant data. BJPsych Open, 8 (5). e154.
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
Zhu, Y.-C., Gardner, P. orcid.org/0000-0002-1882-9728, Wagg, D.J. et al. (3 more authors) (2022) Robust equation discovery considering model discrepancy: a sparse Bayesian and Gaussian process approach. Mechanical Systems and Signal Processing, 168. 108717. 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
Fuentes, R., Nayek, R. orcid.org/0000-0003-4277-8382, Gardner, P. et al. (4 more authors) (2021) Equation discovery for nonlinear dynamical systems : a Bayesian viewpoint. Mechanical Systems and Signal Processing, 154. 107528. 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. (3 more authors) (2021) On risk-based active learning for structural health monitoring. arXiv. (Submitted)
Gardner, P. orcid.org/0000-0002-1882-9728, Rogers, T.J. orcid.org/0000-0002-3433-3247, Lord, C. orcid.org/0000-0002-2470-098X et al. (1 more author) (2021) Learning model discrepancy: A Gaussian process and sampling-based approach. Mechanical Systems and Signal Processing, 152. 107381. ISSN 0888-3270
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
Fuentes, R., Gardner, P., Mineo, C. et al. (5 more authors) (2020) Autonomous ultrasonic inspection using bayesian optimisation and robust outlier analysis. Mechanical Systems and Signal Processing, 145. 106897. ISSN 0888-3270
Gardner, P. orcid.org/0000-0002-1882-9728, Fuentes, R., Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (4 more authors) (2020) Machine learning at the interface of structural health monitoring and non-destructive evaluation. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 378 (2182). 20190581. ISSN 1364-503X
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.
Gardner, P., Dal Borgo, M., Ruffini, V. et al. (3 more authors) (2020) Towards the development of an operational digital twin. Vibration, 3 (3). pp. 235-265.
Gardner, P. orcid.org/0000-0002-1882-9728, Lord, C. and Barthorpe, R.J. orcid.org/0000-0002-6645-8482 (2020) Bayesian history matching for structural dynamics applications. Mechanical Systems and Signal Processing, 143. 106828. ISSN 0888-3270
Wagg, D., Worden, K. orcid.org/0000-0002-1035-238X, Barthorpe, R. et al. (1 more author) (2020) Digital twins: State-of-the-art future directions for modelling and simulation in engineering dynamics applications. ASCE - ASME Journal of Risk and Uncertainty in Engineering Systems, Part B. Mechanical Engineering, 6 (3). 030901. ISSN 2332-9017
Worden, K. orcid.org/0000-0002-1035-238X, Cross, E., Barthorpe, R. et al. (2 more authors) (2020) On digital twins, mirrors and virtualisations: Frameworks for model verification and validation. ASCE - ASME Journal of Risk and Uncertainty in Engineering Systems, Part B. Mechanical Engineering, 6 (3). 030902. ISSN 2332-9017
Gardner, P. orcid.org/0000-0002-1882-9728, Liu, X. orcid.org/0000-0002-3346-4202 and Worden, K. orcid.org/0000-0002-1035-238X (2020) On the application of domain adaptation in structural health monitoring. Mechanical Systems and Signal Processing, 138. 106550. ISSN 0888-3270
Rogers, T. orcid.org/0000-0002-3433-3247, Gardner, P. orcid.org/0000-0002-1882-9728, Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (4 more authors) (2020) Probabilistic modelling of wind turbine power curves with application of heteroscedastic gaussian process regression. Renewable Energy, 148. pp. 1124-1136. ISSN 0960-1481
Gardner, P., Lord, C. orcid.org/0000-0002-2470-098X and Barthorpe, R. orcid.org/0000-0002-6645-8482 (2019) A unifying framework for probabilistic validation metrics. Journal of Verification, Validation and Uncertainty Quantification, 4 (3). 031005. ISSN 2377-2158
Gardner, P., Rogers, T.J., Lord, C. orcid.org/0000-0002-2470-098X et al. (1 more author) (2018) Sparse Gaussian Process Emulators for surrogate design modelling. Applied Mechanics and Materials, 885. pp. 18-31. ISSN 1660-9336
Gardner, P. (2016) Constructing Landscapes in the Museum: A Case Study of Weston Park Museum, Sheffield. Archaeological Review From Cambridge, 31 (2). pp. 174-187. ISSN 0261-4332
Frellsen, J., Moltke, I., Thiim, M. et al. (4 more authors) (2009) A Probabilistic Model of RNA Conformational Space. PLoS Computational Biology, 5 (6). e1000406. ISSN 1553-7358
Axtell, C. orcid.org/0000-0002-4125-6534, Wall, T., Stride, C.B. orcid.org/0000-0001-9960-2869 et al. (4 more authors) (2002) Familiarity breeds content: The impact of exposure to change on employee openness and well-being. Journal of Occupational and Organizational Psychology, 75 (2). pp. 217-231. ISSN 0963-1798
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 .
Wilson, J., Gardner, P. orcid.org/0000-0002-1882-9728, Manson, G. orcid.org/0000-0001-7484-5127 et al. (1 more author) (2022) Hierarchical model verification and validation for structural health monitoring using dynamic substructuring. In: Rizzo, P. and Milazzo, A., (eds.) European Workshop on Structural Health Monitoring: EWSHM 2022 - Volume 1. 10th European Workshop on Structural Health Monitoring (EWSHM 2022), 04-07 Jul 2022, Palermo, Italy. Lecture Notes in Civil Engineering, LNCE 253 . Springer Cham , pp. 533-542. ISBN 9783031072536
Bonney, M., Gardner, P. orcid.org/0000-0002-1882-9728, Wagg, D. orcid.org/0000-0002-7266-2105 et al. (1 more author) (2021) Case study of connectivity of digital twins and experimental systems. In: Papadrakakis, M. and Fragiadakis, M., (eds.) 8th ECCOMAS Thematic Conference on Computational Methods in Structural Dynamics and Earthquake Engineering. 8th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering, 28-30 Jun 2021, Athens, Greece. Institute of Structural Analysis and Antiseismic Research National Technical University of Athens , pp. 1416-1425. ISBN 9786188507234
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
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
Gardner, P. orcid.org/0000-0002-1882-9728, Dal Borgo, M., Ruffini, V. et al. (2 more authors) (2020) Towards the development of a digital twin for structural dynamics applications. 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. 165-179. ISBN 9783030487782
Hughes, A.J. orcid.org/0000-0002-9692-9070, Barthorpe, R.J. orcid.org/0000-0002-6645-8482, Gardner, P. orcid.org/0000-0002-1882-9728 et al. (4 more authors) (2020) On decision-making for adaptive models combining physics and data. In: Desmet, W., Moens, D., Pluymers, B. and Vandemaele, S., (eds.) Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics. ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics, 07-09 Sep 2020, Virtual Conference, Leuven, Belgium. Katholieke Universiteit Leuven Department of Mechanical Engineering , pp. 3623-3637. ISBN 9781713827054
Gardner, P. orcid.org/0000-0002-1882-9728 and Worden, K. orcid.org/0000-0002-1035-238X (2019) On the application of domain adaptation for aiding supervised SHM methods. In: Chang, F.-K. and Kopsaftopoulos, F., (eds.) Structural Health Monitoring 2019: Enabling Intelligent Life-Cycle Health Management for Industry Internet of Things (IIOT). The 12th International Workshop on Structural Health Monitoring (IWSHM), 10-12 Sep 2019, Stanford, CA, USA. DEStech Publications , pp. 3293-3303. ISBN 9781605956015
Lord, C. orcid.org/0000-0002-2470-098X, Gardner, P. orcid.org/0000-0002-1882-9728 and Barthorpe, R. orcid.org/0000-0002-6645-8482 (2019) Sequential Bayesian history matching for model calibration. In: ASME 2019 Verification and Validation Symposium. ASME Verification and Validation Symposium (VVS2019), 15-17 May 2019, Las Vegas, Nevada, USA. American Society of Mechanical Engineers (ASME) . ISBN 9780791841174
Gardner, P. and Barthorpe, R.J. orcid.org/0000-0002-6645-8482 (2019) On current trends in forward model-driven SHM. In: Chang, F.-K. and Kopsaftopoulos, F., (eds.) Structural Health Monitoring 2019: Enabling Intelligent Life-Cycle Health Management for Industry Internet of Things (IIOT). 12th International Workshop on Structural Health Monitoring (IWSHM), 10-12 Sep 2019, Stanford, CA, USA. DEStech Publications , pp. 2152-2160. ISBN 9781605956015
Gardner, P., Rogers, T. orcid.org/0000-0002-3433-3247, Lord, C. orcid.org/0000-0002-2470-098X et al. (1 more author) (2019) Learning of model discrepancy for structural dynamics applications using Bayesian history matching. In: Journal of Physics: Conference Series. XIII International Conference on Recent Advances in Structural Dynamics (RASD 2019), 15-17 Apr 2019, Valpre, France. IOP Publishing .
Worden, K. orcid.org/0000-0002-1035-238X, Cross, E. orcid.org/0000-0001-5204-1910, Gardner, P. orcid.org/0000-0002-1882-9728 et al. (2 more authors) (2019) On digital twins, mirrors and virtualisations. In: Barthorpe, R., (ed.) Model Validation and Uncertainty Quantification, Volume 3. 37th IMAC, A Conference and Exposition on Structural Dynamics, 03-06 Jun 2019, Reno, NV, USA. Conference Proceedings of the Society for Experimental Mechanics Series, 3 . Springer , pp. 285-295. ISBN 9783030120740
Wagg, D. orcid.org/0000-0002-7266-2105, Gardner, P. orcid.org/0000-0002-1882-9728, Barthorpe, R. orcid.org/0000-0002-6645-8482 et al. (1 more author) (2019) On key technologies for realising digital twins for structural dynamics applications. In: Barthorpe, R., (ed.) Model Validation and Uncertainty Quantification, Volume 3. 37th IMAC, A Conference and Exposition on Structural Dynamics, 03-06 Jun 2019, Reno, NV, USA. Springer , pp. 267-272. ISBN 9783030120740
Gardner, P. orcid.org/0000-0002-1882-9728, Lord, C. orcid.org/0000-0002-2470-098X and Barthorpe, R.J. orcid.org/0000-0002-6645-8482 (2018) A multi-level uncertainty integration strategy for forward model-driven SHM. In: Proceedings of ISMA2018 and USD2018 - International Conference on Uncertainty in Structural Dynamics. 7th International Conference on Uncertainty in Structural Dynamics, 17-19 Sep 2018, Leuven, Belgium. KU Leuven Noise & Vibration Research Group , pp. 3681-3692. ISBN 9789073802995
Gardner, P. orcid.org/0000-0002-1882-9728, Lord, C. orcid.org/0000-0002-2470-098X and Barthorpe, R. orcid.org/0000-0002-6645-8482 (2018) A probabilistic framework for forward model-driven SHM. In: Proceedings of the 9th European Workshop on Structural Health Monitoring (EWSHM 2018). 9th European Workshop on Structural Health Monitoring (EWSHM 2018), 10-13 Jul 2018, Manchester, UK. NDT.net .
Gardner, P. orcid.org/0000-0002-1882-9728, Barthorpe, R.J. orcid.org/0000-0002-6645-8482 and Lord, C. orcid.org/0000-0002-2470-098X (2017) Bayesian calibration and bias correction for forward model-driven SHM. In: Chang, F.-K. and Kopsaftopoulos, F., (eds.) Structural Health Monitoring 2017: Real-Time Material State Awareness and Data-Driven Safety Assurance. 11th International Workshop on Structural Health Monitoring (IWSHM), 12-14 Sep 2017, Stanford, CA, USA. DEStech Publications , pp. 2019-2027. ISBN 9781605953304
Gardner, P. orcid.org/0000-0002-1882-9728, Barthorpe, R.J. orcid.org/0000-0002-6645-8482 and Lord, C. orcid.org/0000-0002-2470-098X (2016) The development of a damage model for the use in machine learning driven SHM and comparison with conventional SHM Methods. In: Sas, P., Moens, D. and van de Walle, A., (eds.) Proceedings of ISMA2016 including USD2016. 5th International Conference on Uncertainty in Structural Dynamics, 19-21 Sep 2016, Leuven, Belgium. Katholieke Universiteit Leuven , pp. 3333-3346. ISBN 9789073802940