Elizabeth J. Cross

22 papers Journal 21Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Physically-informed change-point kernels for structural dynamics. CoRR Daniel J. Pitchforth, Matthew R. Jones, Samuel J. Gibson, Elizabeth J. Cross
2024	J	`jnl`	Active learning for regression in engineering populations: A risk-informed approach. CoRR Daniel R. Clarkson, Lawrence A. Bull, Chandula T. Wickramarachchi, Elizabeth J. Cross, Timothy J. Rogers, Keith Worden, Nikolaos Dervilis, Aidan J. Hughes
2024	J	`jnl`	On Gait Consistency Quantification Through ARX Residual Modeling and Kernel Two-Sample Testing. IEEE Trans. Biomed. Eng. Alexandru Stihi, Timothy J. Rogers, Claudia Mazzà, Elizabeth J. Cross
2024	J	`jnl`	Refinement and Validation of the Minimal Information Data-Modelling (MID) Method for Bridge Management. Sensors Connor O'Higgins, David Hester, Patrick McGetrick, Wai Kei Ao, Elizabeth J. Cross
2023	J	`jnl`	A spectrum of physics-informed Gaussian processes for regression in engineering. CoRR Elizabeth J. Cross, Timothy J. Rogers, Daniel J. Pitchforth, Samuel J. Gibson, Matthew R. Jones
2023	J	`jnl`	Encoding Domain Expertise into Multilevel Models for Source Location. CoRR Lawrence A. Bull, Matthew R. Jones, Elizabeth J. Cross, Andrew B. Duncan, Mark Girolami
2023	J	`jnl`	Minimal Information Data-Modelling (MID) and an Easily Implementable Low-Cost SHM System for Use on a Short-Span Bridge. Sensors Connor O'Higgins, David Hester, Patrick McGetrick, Elizabeth J. Cross, Wai Kei Ao, James M. W. Brownjohn
2023	J	`jnl`	Population-based wind farm monitoring based on a spatial autoregressive approach. CoRR W. Lin, Keith Worden, Elizabeth J. Cross
2023	J	`jnl`	Sharing Information Between Machine Tools to Improve Surface Finish Forecasting. CoRR 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
2022	J	`jnl`	A topological analysis of cointegrated data: a Z24 Bridge case study. CoRR Tristan Gowdridge, Elizabeth J. Cross, Nikolaos Dervilis, Keith Worden
2022	J	`jnl`	Constraining Gaussian processes for physics-informed acoustic emission mapping. CoRR Matthew R. Jones, Timothy J. Rogers, Elizabeth J. Cross
2022	J	`jnl`	Physics-informed machine learning for Structural Health Monitoring. CoRR Elizabeth J. Cross, Samuel J. Gibson, Matthew R. Jones, Daniel J. Pitchforth, Sikai Zhang, Timothy J. Rogers
2021	J	`jnl`	Bayesian Modelling of Multivalued Power Curves from an Operational Wind Farm. CoRR Lawrence A. Bull, P. A. Gardner, Timothy J. Rogers, Nikolaos Dervilis, Elizabeth J. Cross, Evangelos Papatheou, Andrew Eoghan Maguire, C. Campos, Keith Worden
2021	J	`jnl`	Canonical-Correlation-Based Fast Feature Selection. CoRR Sikai Zhang, Tingna Wang, Keith Worden, Elizabeth J. Cross
2021	J	`jnl`	Damage detection in operational wind turbine blades using a new approach based on machine learning. CoRR Kartik Chandrasekhar, Nevena Stevanovic, Elizabeth J. Cross, Nikolaos Dervilis, Keith Worden
2021	J	`jnl`	Grey-box models for wave loading prediction. CoRR Daniel J. Pitchforth, Timothy J. Rogers, Ulf T. Tygesen, Elizabeth J. Cross
2021	J	`jnl`	Probabilistic Inference for Structural Health Monitoring: New Modes of Learning from Data. CoRR Lawrence A. Bull, Paul Gardner, Timothy J. Rogers, Elizabeth J. Cross, Nikolaos Dervilis, Keith Worden
2021	J	`jnl`	Structured Machine Learning Tools for Modelling Characteristics of Guided Waves. CoRR Marcus Haywood-Alexander, Nikolaos Dervilis, Keith Worden, Elizabeth J. Cross, Robin S. Mills, Timothy J. Rogers
2020	J	`jnl`	A Bayesian methodology for localising acoustic emission sources in complex structures. CoRR Matthew R. Jones, Timothy J. Rogers, Keith Worden, Elizabeth J. Cross
2020	J	`jnl`	On spike-and-slab priors for Bayesian equation discovery of nonlinear dynamical systems via sparse linear regression. CoRR Rajdip Nayek, Ramón Fuentes, Keith Worden, Elizabeth J. Cross
2017	—	`conf`	Aspects of computational intelligence in structural dynamics: Structural health monitoring. SSCI Nikolaos Dervilis, Elizabeth J. Cross, Ifigeneia Antoniadou, Charles R. Farrar, Keith Worden
2016	J	`jnl`	Some Recent Developments in SHM Based on Nonstationary Time Series Analysis. Proc. IEEE Keith Worden, Tara Baldacchino, Jennifer Rowson, Elizabeth J. Cross