Items where authors include "Cross, E.J."

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Number of items: 53.

Article

Lindley, C.A. orcid.org/0000-0001-8062-841X, Jones, M.R., Rogers, T.J. orcid.org/0000-0002-3433-3247 et al. (4 more authors) (2024) A probabilistic approach for acoustic emission based monitoring techniques: with application to structural health monitoring. Mechanical Systems and Signal Processing, 208. 110958. ISSN 0888-3270

Wickramarachchi, C.T. orcid.org/0000-0003-2454-6668, Maguire, E. orcid.org/0000-0002-1004-1979, Cross, E.J. et al. (1 more author) (2023) Measuring data similarity in population-based structural health monitoring using distance metrics. Structural Health Monitoring. ISSN 1475-9217

Nayek, R. orcid.org/0000-0003-4277-8382, Abdessalem, A.B., Dervilis, N. orcid.org/0000-0002-5712-7323 et al. (2 more authors) (2023) Identification of piecewise-linear mechanical oscillators via Bayesian model selection and parameter estimation. Mechanical Systems and Signal Processing, 196. 110300. ISSN 0888-3270

O’Higgins, C. orcid.org/0000-0001-7034-005X, Hester, D., McGetrick, P. orcid.org/0000-0001-5373-2334 et al. (3 more authors) (2023) Minimal Information Data-Modelling (MID) and an easily implementable low-cost SHM system for use on a short-span bridge. Sensors, 23 (14). 6328. ISSN 1424-8220

Jones, M.R. orcid.org/0000-0001-7446-0833, Rogers, T.J. orcid.org/0000-0002-3433-3247 and Cross, E.J. orcid.org/0000-0001-5204-1910 (2023) Constraining Gaussian processes for physics-informed acoustic emission mapping. Mechanical Systems and Signal Processing, 188. 109984. ISSN 0888-3270

Gibson, S.J. orcid.org/0000-0003-1247-6471, Rogers, T.J. orcid.org/0000-0002-3433-3247 and Cross, E.J. (2023) Distributions of fatigue damage from data-driven strain prediction using Gaussian process regression. Structural Health Monitoring. ISSN 1475-9217

Wickramarachchi, C.T. orcid.org/0000-0003-2454-6668, Rogers, T.J. orcid.org/0000-0002-3433-3247, McLeay, T.E. et al. (2 more authors) (2022) Online damage detection of cutting tools using Dirichlet process mixture models. Mechanical Systems and Signal Processing, 180. 109434. ISSN 0888-3270

Lin, W., Worden, K., Maguire, A.E. et al. (1 more author) (2022) A mapping method for anomaly detection in a localized population of structures. Data-Centric Engineering, 3. e25. ISSN 2632-6736

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

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

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

Jones, M.R., Rogers, T.J. orcid.org/0000-0002-3433-3247, Worden, K. orcid.org/0000-0002-1035-238X et al. (1 more author) (2022) A Bayesian methodology for localising acoustic emission sources in complex structures. Mechanical Systems and Signal Processing, 163. 108143. ISSN 0888-3270

Pitchforth, D.J., Rogers, T.J. orcid.org/0000-0002-3433-3247, Tygesen, U.T. et al. (1 more author) (2021) Grey-box models for wave loading prediction. Mechanical Systems and Signal Processing, 159. 107741. ISSN 0888-3270

Haywood-Alexander, M., Dervilis, N. orcid.org/0000-0002-5712-7323, Worden, K. orcid.org/0000-0002-1035-238X et al. (3 more authors) (2021) Structured machine learning tools for modelling characteristics of guided waves. Mechanical Systems and Signal Processing, 156. 107628. ISSN 0888-3270

Zhang, S. orcid.org/0000-0002-7905-927X, Wang, T., Worden, K. orcid.org/0000-0002-1035-238X et al. (1 more author) (2021) Canonical-correlation-based fast feature selection. 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

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

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.

Rogers, T.J., Worden, K. and Cross, E.J. (2020) Bayesian joint input-state estimation for nonlinear systems. Vibration, 3 (3). pp. 281-303.

Rogers, T.J. orcid.org/0000-0002-3433-3247, Worden, K. and Cross, E.J. (2020) On the application of Gaussian process latent force models for joint input-state-parameter estimation : With a view to Bayesian operational identification. Mechanical Systems and Signal Processing, 140. 106580. ISSN 0888-3270

Fuentes, R., Dwyer-Joyce, R.S. orcid.org/0000-0001-8481-2708, Marshall, M.B. orcid.org/0000-0003-3038-4626 et al. (2 more authors) (2020) Detection of sub-surface damage in wind turbine bearings using acoustic emissions and probabilistic modelling. Renewable Energy, 147 (1). pp. 776-797. ISSN 0960-1481

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

Shi, H., Worden, K. orcid.org/0000-0002-1035-238X and Cross, E.J. orcid.org/0000-0001-5204-1910 (2019) A cointegration approach for heteroscedastic data based on a time series decomposition: An application to structural health monitoring. Mechanical Systems and Signal Processing, 120. pp. 16-31. ISSN 0888-3270

Worden, K. orcid.org/0000-0002-1035-238X, Becker, W.E., Rogers, T.J. et al. (1 more author) (2018) On the confidence bounds of Gaussian process NARX models and their higher-order frequency response functions. Mechanical Systems and Signal Processing, 104. pp. 188-223. ISSN 0888-3270

Shi, H., Worden, K. orcid.org/0000-0002-1035-238X and Cross, E.J. (2018) A regime-switching cointegration approach for removing environmental and operational variations in structural health monitoring. Mechanical Systems and Signal Processing, 103. pp. 381-397. ISSN 0888-3270

Worden, K. orcid.org/0000-0002-1035-238X and Cross, E.J. (2018) On switching response surface models, with applications to the structural health monitoring of bridges. Mechanical Systems and Signal Processing, 98. pp. 139-156. ISSN 0888-3270

Wagg, D.J. orcid.org/0000-0002-7266-2105, Cross, E.J., Barthorpe, R.J. orcid.org/0000-0002-6645-8482 et al. (1 more author) (2016) A report on the 6th European Conference on Structural Control. Structural Control and Health Monitoring, 24 (1). e1970-e1970. ISSN 1545-2255

Dervilis, N., Antoniadou, I., Barthorpe, R.J. orcid.org/0000-0002-6645-8482 et al. (2 more authors) (2016) Robust methods for outlier detection and regression for SHM applications. International Journal of Sustainable Materials and Structural Systems, 2 (1/2). ISSN 2043-8621

Baldacchino, T., Cross, E.J., Worden, K. orcid.org/0000-0002-1035-238X et al. (1 more author) (2016) Variational Bayesian mixture of experts models and sensitivity analysis for nonlinear dynamical systems. Mechanical Systems and Signal Processing, 66-67. pp. 178-200. ISSN 0888-3270

Dervilis, N., Worden, K. orcid.org/0000-0002-1035-238X and Cross, E.J. (2015) On robust regression analysis as a means of exploring environmental and operational conditions for SHM data. Journal of Sound and Vibration, 347. pp. 279-296. ISSN 0022-460X

Dervilis, N., Antoniadou, I., Cross, E.J. et al. (1 more author) (2015) A Non-linear Manifold Strategy for SHM Approaches. Strain. ISSN 0039-2103

Green, P.L., Cross, E.J. and Worden, K. (2015) Bayesian system identification of dynamical systems using highly informative training data. Mechanical Systems and Signal Processing, 56-57. 109 - 122. ISSN 0888-3270

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

Cross, E.J., Gibson, S.J., Jones, M.R. et al. (3 more authors) (2022) Physics-informed machine learning for 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. 347-367. ISBN 9783030817152

Proceedings Paper

O'Connell, B.J. orcid.org/0000-0001-6042-927X, Cross, E.J. and Rogers, T.J. orcid.org/0000-0002-3433-3247 (2022) Robust probabilistic canonical correlations for stochastic subspace identification. In: Ventura, C.E., Motamedi, M., Mendler, A. and Aenlle-López, M., (eds.) Proceedings of the 9th International Operational Modal Analysis Conference (IOMAC). 9th IOMAC International Operational Modal Analysis Conference, 03-06 Jul 2022, Vancouver, Canada. International Group of Operational Modal Analysis , pp. 124-132. ISBN 9788409443369

Cross, E.J. and Rogers, T.J. orcid.org/0000-0002-3433-3247 (2021) Physics-derived covariance functions for machine learning in structural dynamics ⁎. In: Pillonetto, G., (ed.) IFAC-PapersOnLine. 19th IFAC Symposium on System Identification SYSID 2021, 13-16 Jul 2021, Padova, Italy. Elsevier , pp. 168-173.

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

Haywood-Alexander, M., Rogers, T.J. orcid.org/0000-0002-3433-3247, Worden, K. orcid.org/0000-0002-1035-238X et al. (3 more authors) (2020) Modelling of guided waves in a composite plate through a combination of physical knowledge and regression analysis. In: Di Maio, D. and Baqersad, J., (eds.) Rotating Machinery, Optical Methods & Scanning LDV Methods: Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020. 38th IMAC, A Conference and Exposition on Structural Dynamics 2020, 10-13 Feb 2020, Houston, Texas. Conference Proceedings of the Society for Experimental Mechanics Series, 6 . Springer International Publishing , pp. 109-114. ISBN 9783030477202

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

Lin, W. orcid.org/0000-0002-1574-3283, Worden, K. orcid.org/0000-0002-1035-238X, Maguire, A.E. et al. (1 more author) (2020) Power mapping : a wind turbine performance indicator in population-based structural health monitoring. In: Proceedings of ISMA2020 including USD2020. 29th International Conference on Noise and Vibration engineering (ISMA2020), in conjunction with the 8th International Conference on Uncertainty in Structural Dynamics (USD2020), 07-09 Sep 2020, Leuven, Belgium. KU Leuven , pp. 3863-3869.

Chandrasekhar, K. orcid.org/0000-0003-2805-365X, Stevanovic, N., Cross, E.J. orcid.org/0000-0001-5204-1910 et al. (2 more authors) (2019) Gaussian processes for structural health monitoring of wind turbine blades. In: Proceedings, 12th International Workshop on Structural Health Monitoring. International Workshop on Structural Health Monitoring, 10-12 Sep 2019, Stanford, California, USA. International Workshop on Structural Health Monitoring (12). Stanford University , Stanford, California, USA , pp. 2744-2751.

Fuentes, R., Dervilis, N. orcid.org/0000-0002-5712-7323, Worden, K. orcid.org/0000-0002-1035-238X et al. (1 more author) (2019) Efficient parameter identification and model selection in nonlinear dynamical systems via sparse Bayesian learning. In: Journal of Physics: Conference Series. 13th International Conference on Recent Advances in Structural Dynamics (RASD), 15-17 Apr 2019, Valpre, Lyon, France. IOP Publishing .

Rogers, T.J. orcid.org/0000-0002-3433-3247, Schön, T.B., Lindholm, A. et al. (2 more authors) (2019) Identification of a Duffing oscillator using particle Gibbs with ancestor sampling. 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. 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 .

Iakovidis, I., Cross, E.J. orcid.org/0000-0001-5204-1910 and Worden, K. orcid.org/0000-0002-1035-238X (2018) A principled multiresolution approach for signal decomposition. In: Journal of Physics: Conference Series. Modern Practice in Stress and Vibration Analysis (MPSVA) 2018, 02-04 Jul 2018, Cambridge, United Kingdom. IOP Publishing .

Wickramarachchi, C., McLeay, T.E., Ayvar-Soberanis, S. et al. (2 more authors) (2018) Tool wear inspection of polycrystalline cubic boron nitride inserts. In: Dervilis, N., (ed.) Special Topics in Structural Dynamics. 36th IMAC, A Conference and Exposition on Structural Dynamics, 12-15 Feb 2018, Orlando, Florida, USA. Springer , pp. 259-266. ISBN 978-3-319-75389-8

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 .

Datteo, A., Dervilis, N., Barthorpe, R.J. et al. (5 more authors) (2016) Experimental evaluation of environmental effects on a polymer-coated aluminium structure: a time-series analysis and pattern recognition approach. In: PROCEEDINGS OF ISMA2016 INCLUDING USD2016. ISMA2016, 19 -21 September, Leuven, Belgium. , Leuven, Belgium .

Shi, H., Worden, K. orcid.org/0000-0002-1035-238X and Cross, E.J. (2016) A nonlinear cointegration approach with applications to structural health monitoring. In: Journal of Physics: Conference Series. 13th International Conference on Motion and Vibration Control (MOVIC 2016) and the 12th International Conference on Recent Advances in Structural Dynamics (RASD 2016), 4–6 July 2016, Southampton, UK. Institute of Physics .

Dervilis, N., Papatheou, E., Antoniadou, I. et al. (2 more authors) (2016) On the usage of active learning for SHM. In: Proceedings of ISMA2016. ISMA 2016, 19-21 Sep 2016, Leuven. .

Chandrasekhar, K., Rongong, J.A. and Cross, E.J. (2014) Frequency and amplitude dependent behaviour of tangled metal wire dampers. In: ISMA 2014, International Conference on Noise and Vibration Engineering. ISMA 2014, 26th International Conference on Noise and Vibration Engineering, 15-17 Sep 2014, Leuven, Belgium. Katholieke Universiteit Leuven , pp. 559-572. ISBN 9789073802919

This list was generated on Sat Mar 23 12:31:09 2024 GMT.