Items where authors include "Fuentes, R."

Article

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

Nayek, R. orcid.org/0000-0003-4277-8382, Fuentes, R., Worden, K. et al. (1 more author) (2021) On spike-and-slab priors for Bayesian equation discovery of nonlinear dynamical systems via sparse linear regression. Mechanical Systems and Signal Processing, 161. 107986. ISSN 0888-3270

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

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

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., Worden, K., Fuentes, R. et al. (3 more authors) (2019) Outlier ensembles: A robust method for damage detection and unsupervised feature extraction from high-dimensional data. Journal of Sound and Vibration, 453. pp. 126-150. ISSN 0022-460X

Rogers, T.J., Worden, K., Fuentes, R. et al. (3 more authors) (2018) A Bayesian non-parametric clustering approach for semi-supervised Structural Health Monitoring. Mechanical Systems and Signal Processing, 119. pp. 100-119. ISSN 0888-3270

Fuentes, R., Howard, T. P., Marshall, M. B. et al. (2 more authors) (2016) Observations on acoustic emissions from a line contact compressed into the plastic region. Proceedings of the Institution of Mechanical Engineers, Part J: Journal of Engineering Tribology, 230 (11). pp. 1371-1376. ISSN 1350-6501

Proceedings Paper

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 .

Dervilis, N. orcid.org/0000-0002-5712-7323, Zhang, T., Bull, L. et al. (7 more authors) (2019) A nonlinear robust outlier detection approach for SHM. In: Amador, S.D.R., Brincker, R., Katsanos, E.I., Aenlle, M.L. and Fernández, P., (eds.) Proceedings of 8th International Operational Modal Analysis Conference (IOMAC 2019). 8th International Operational Modal Analysis Conference (IOMAC 2019), 13-15 May 2019, Copenhagen, Denmark. International Operational Modal Analysis Conference (IOMAC) , pp. 107-114. ISBN 9781510888333

Fuentes, R., Howard, T., Marshall, M.B. et al. (4 more authors) (2015) Detecting Damage on Wind Turbine Bearings Using Acoustic Emissions and Gaussian Process Latent Variable Models. In: Structural Health Monitoring 2015: System Reliability for Verification and Implementation. 10th International Conference Workshop on Structural Health Monitoring 2015, 01-03 Sep 2015, Stanford University Stanford, CA, USA. DEStech Publications, Inc. , Lancaster, PA , 2302 - 2309. ISBN 9781605952758