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Elizabeth J. Cross
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2020 – today
- 2024
- [j4]Connor O'Higgins
, David Hester
Refinement and Validation of the Minimal Information Data-Modelling (MID) Method for Bridge Management. Sensors 24(12): 3879 (2024) - [j3]A. Stihi
On Gait Consistency Quantification Through ARX Residual Modeling and Kernel Two-Sample Testing. IEEE Trans. Biomed. Eng. 71(3): 720-731 (2024) - [i16]Daniel R. Clarkson, Lawrence A. Bull, Chandula T. Wickramarachchi, Elizabeth J. Cross, Timothy J. Rogers, Keith Worden, Nikolaos Dervilis, Aidan J. Hughes:
Active learning for regression in engineering populations: A risk-informed approach. CoRR abs/2409.04328 (2024) - 2023
- [j2]Connor O'Higgins
Minimal Information Data-Modelling (MID) and an Easily Implementable Low-Cost SHM System for Use on a Short-Span Bridge. Sensors 23(14): 6328 (2023) - [i15]Lawrence A. Bull, Matthew R. Jones, Elizabeth J. Cross, Andrew B. Duncan, Mark Girolami:
Encoding Domain Expertise into Multilevel Models for Source Location. CoRR abs/2305.08657 (2023) - [i14]Elizabeth J. Cross, Timothy J. Rogers
A spectrum of physics-informed Gaussian processes for regression in engineering. CoRR abs/2309.10656 (2023) - [i13]Daniel R. Clarkson, Lawrence A. Bull, Tina A. Dardeno, Chandula T. Wickramarachchi, Elizabeth J. Cross, Timothy J. Rogers
Sharing Information Between Machine Tools to Improve Surface Finish Forecasting. CoRR abs/2310.05807 (2023) - [i12]W. Lin, Keith Worden, Elizabeth J. Cross:
Population-based wind farm monitoring based on a spatial autoregressive approach. CoRR abs/2310.10555 (2023) - 2022
- [i11]Matthew R. Jones, Timothy J. Rogers
Constraining Gaussian processes for physics-informed acoustic emission mapping. CoRR abs/2206.01495 (2022) - [i10]Elizabeth J. Cross, Samuel J. Gibson, Matthew R. Jones, Daniel J. Pitchforth, Sikai Zhang, Timothy J. Rogers
Physics-informed machine learning for Structural Health Monitoring. CoRR abs/2206.15303 (2022) - [i9]Tristan Gowdridge, Elizabeth J. Cross, Nikolaos Dervilis, Keith Worden
A topological analysis of cointegrated data: a Z24 Bridge case study. CoRR abs/2212.11727 (2022) - 2021
- [i8]Marcus Haywood-Alexander, Nikolaos Dervilis, Keith Worden
Structured Machine Learning Tools for Modelling Characteristics of Guided Waves. CoRR abs/2101.01506 (2021) - [i7]Kartik Chandrasekhar, Nevena Stevanovic, Elizabeth J. Cross, Nikolaos Dervilis, Keith Worden
Damage detection in operational wind turbine blades using a new approach based on machine learning. CoRR abs/2101.11711 (2021) - [i6]Lawrence A. Bull, Paul Gardner, Timothy J. Rogers
Probabilistic Inference for Structural Health Monitoring: New Modes of Learning from Data. CoRR abs/2103.01676 (2021) - [i5]Daniel J. Pitchforth, Timothy J. Rogers
Grey-box models for wave loading prediction. CoRR abs/2105.13813 (2021) - [i4]Sikai Zhang, Tingna Wang, Keith Worden, Elizabeth J. Cross:
Canonical-Correlation-Based Fast Feature Selection. CoRR abs/2106.08247 (2021) - [i3]Lawrence A. Bull, P. A. Gardner, Timothy J. Rogers
Bayesian Modelling of Multivalued Power Curves from an Operational Wind Farm. CoRR abs/2111.15496 (2021) - 2020
- [i2]Rajdip Nayek, Ramón Fuentes, Keith Worden, Elizabeth J. Cross:
On spike-and-slab priors for Bayesian equation discovery of nonlinear dynamical systems via sparse linear regression. CoRR abs/2012.01937 (2020) - [i1]Matthew R. Jones, Timothy J. Rogers, Keith Worden, Elizabeth J. Cross:
A Bayesian methodology for localising acoustic emission sources in complex structures. CoRR abs/2012.11058 (2020)
2010 – 2019
- 2017
- [c1]Nikolaos Dervilis, Elizabeth J. Cross
Aspects of computational intelligence in structural dynamics: Structural health monitoring. SSCI 2017: 1-7 - 2016
- [j1]Keith Worden
Some Recent Developments in SHM Based on Nonstationary Time Series Analysis. Proc. IEEE 104(8): 1589-1603 (2016)
Coauthor Index
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