Elizabeth J. Cross

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 20

Top Topics

Gaussian Process

Dynamical Systems

Top Venues

Publications

A. Stihi, Timothy J. Rogers, Claudia Mazzà, Elizabeth J. Cross
On Gait Consistency Quantification Through ARX Residual Modeling and Kernel Two-Sample Testing. IEEE Trans. Biomed. Eng. 71 (3) (2024)
Connor O'Higgins, David Hester, Patrick McGetrick, Wai Kei Ao, Elizabeth J. Cross
Refinement and Validation of the Minimal Information Data-Modelling (MID) Method for Bridge Management. Sensors 24 (12) (2024)
Connor O'Higgins, David Hester, Patrick McGetrick, Elizabeth J. Cross, Wai Kei Ao, James Brownjohn
Minimal Information Data-Modelling (MID) and an Easily Implementable Low-Cost SHM System for Use on a Short-Span Bridge. Sensors 23 (14) (2023)
W. Lin, Keith Worden, Elizabeth J. Cross
Population-based wind farm monitoring based on a spatial autoregressive approach. CoRR (2023)
Lawrence A. Bull, Matthew R. Jones, Elizabeth J. Cross, Andrew B. Duncan, Mark Girolami
Encoding Domain Expertise into Multilevel Models for Source Location. CoRR (2023)
Elizabeth J. Cross, Timothy J. Rogers, Daniel J. Pitchforth, Samuel J. Gibson, Matthew R. Jones
A spectrum of physics-informed Gaussian processes for regression in engineering. CoRR (2023)
Daniel R. Clarkson, Lawrence A. Bull, Tina A. Dardeno, Chandula T. Wickramarachchi, Elizabeth J. Cross, Timothy J. Rogers, Keith Worden, Nikolaos Dervilis, Aidan J. Hughes
Sharing Information Between Machine Tools to Improve Surface Finish Forecasting. CoRR (2023)
Tristan Gowdridge, Elizabeth J. Cross, Nikolaos Dervilis, Keith Worden
A topological analysis of cointegrated data: a Z24 Bridge case study. CoRR (2022)
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 (2022)
Matthew R. Jones, Timothy J. Rogers, Elizabeth J. Cross
Constraining Gaussian processes for physics-informed acoustic emission mapping. CoRR (2022)
Sikai Zhang, Tingna Wang, Keith Worden, Elizabeth J. Cross
Canonical-Correlation-Based Fast Feature Selection. CoRR (2021)
Lawrence A. Bull, Paul Gardner, Timothy J. Rogers, Elizabeth J. Cross, Nikolaos Dervilis, Keith Worden
Probabilistic Inference for Structural Health Monitoring: New Modes of Learning from Data. CoRR (2021)
Marcus Haywood-Alexander, Nikolaos Dervilis, Keith Worden, Elizabeth J. Cross, Robin S. Mills, Timothy J. Rogers
Structured Machine Learning Tools for Modelling Characteristics of Guided Waves. CoRR (2021)
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 (2021)
Lawrence A. Bull, P. A. Gardner, Timothy J. Rogers, Nikolaos Dervilis, Elizabeth J. Cross, Evangelos Papatheou, Andrew Eoghan Maguire, C. Campos, Keith Worden
Bayesian Modelling of Multivalued Power Curves from an Operational Wind Farm. CoRR (2021)
Daniel J. Pitchforth, Timothy J. Rogers, Ulf T. Tygesen, Elizabeth J. Cross
Grey-box models for wave loading prediction. CoRR (2021)
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 (2020)
Matthew R. Jones, Timothy J. Rogers, Keith Worden, Elizabeth J. Cross
A Bayesian methodology for localising acoustic emission sources in complex structures. CoRR (2020)
Nikolaos Dervilis, Elizabeth J. Cross, Ifigeneia Antoniadou, Charles R. Farrar, Keith Worden
Aspects of computational intelligence in structural dynamics: Structural health monitoring. SSCI (2017)
Keith Worden, Tara Baldacchino, Jennifer Rowson, Elizabeth J. Cross
Some Recent Developments in SHM Based on Nonstationary Time Series Analysis. Proc. IEEE 104 (8) (2016)