Elizabeth Cross

发表

On the confidence bounds of Gaussian process NARX models and their higher-order frequency response functions

Keith Worden, William Becker, T. J. Rogers, 2018 .

Prediction of Landing Gear Loads from Flight Test Data using Gaussian Process Regression

Keith Worden, Elizabeth Cross, Pia N Sartor, 2013 .

A cointegration approach for heteroscedastic data based on a time series decomposition: An application to structural health monitoring

Keith Worden, Elizabeth Cross, Haichen Shi, 2019, Mechanical Systems and Signal Processing.

A report on the 6th European Conference on Structural Control

David J. Wagg, Lucia Faravelli, Elizabeth Cross, 2016 .

On Gaussian Process NARX Models and Their Higher-Order Frequency Response Functions

Keith Worden, Graeme Manson, Elizabeth Cross, 2014 .

On the Choice of Optimisation Scheme for Gaussian Process Hyperparameters in SHM Problems

Keith Worden, T. J. Rogers, Elizabeth Cross, 2017 .

On robust regression analysis as a means of exploring environmental and operational conditions for SHM data

Keith Worden, Elizabeth Cross, Nikolaos Dervilis, 2015 .

Outlier ensembles: A robust method for damage detection and unsupervised feature extraction from high-dimensional data

Keith Worden, Graeme Manson, Elizabeth Cross, 2019, Journal of Sound and Vibration.

Cointegration: a novel approach for the removal of environmental trends in structural health monitoring data

Keith Worden, Elizabeth Cross, Q. Chen, 2011, Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences.

A Bayesian non-parametric clustering approach for semi-supervised Structural Health Monitoring

Keith Worden, T. J. Rogers, Elizabeth Cross, 2019, Mechanical Systems and Signal Processing.

Cointegration and Nonstationarity in the Context of Multiresolution Analysis

Keith Worden, Elizabeth Cross, A. Kyprianou, 2011 .

Bayesian system identification of dynamical systems using highly informative training data

Keith Worden, Elizabeth Cross, P. L. Green, 2015 .

A nonlinear cointegration approach with applications to structural health monitoring

Keith Worden, Elizabeth Cross, Haichen Shi, 2016 .

Filtering environmental load effects to enhance novelty detection on cable-supported bridge performance

Keith Worden, James M. W. Brownjohn, Elizabeth Cross, 2012 .

On switching response surface models, with applications to the structural health monitoring of bridges

Keith Worden, Elizabeth Cross, K. Worden, 2018 .

State-of-the-Art and Future Directions for Predictive Modelling of Offshore Structure Dynamics Using Machine Learning

Keith Worden, Graeme Manson, T. J. Rogers, 2018, Conference Proceedings of the Society for Experimental Mechanics Series.

A Gaussian process form for population-based structural health monitoring

Elizabeth Cross, Keith Worden, Nikolaos Dervilis, 2019 .

A Non‐linear Manifold Strategy for SHM Approaches

Keith Worden, Ifigeneia Antoniadou, Elizabeth Cross, 2015 .

Investigating Engineering Data by Probabilistic Measures

Keith Worden, T. J. Rogers, Elizabeth Cross, 2020 .

Approaches to nonlinear cointegration with a view towards applications in SHM

Keith Worden, Elizabeth Cross, E. Cross, 2011 .

Identification of Nonlinear Wave Forces Using Gaussian Process NARX Models

Keith Worden, Elizabeth Cross, T. J. Rogers, 2017 .

A multiresolution approach to cointegration for enhanced SHM of structures under varying conditions – An exploratory study

Keith Worden, Ifigeneia Antoniadou, Elizabeth Cross, 2014 .

A principled multiresolution approach for signal decomposition

Keith Worden, Elizabeth Cross, Iason Iakovidis, 2018 .

Robust methods of inclusive outlier analysis for structural health monitoring

Keith Worden, Elizabeth Cross, R. J. Barthorpe, 2014 .

Aircraft Parametric Structural Load Monitoring Using Gaussian Process Regression

Keith Worden, Elizabeth Cross, R. J. Barthorpe, 2014 .

A probabilistic compressive sensing framework with applications to ultrasound signal processing

Keith Worden, Carmelo Mineo, Stephen Pierce, 2019, Mechanical Systems and Signal Processing.

Changes to protocol

Simon Dixon, Elizabeth Cross, Daniel Hind, 2015 .

Main literature search results

Simon Dixon, Elizabeth Cross, Daniel Hind, 2015 .

Exploring Environmental and Operational Variations in SHM Data Using Heteroscedastic Gaussian Processes

Keith Worden, Elizabeth Cross, Nikolaos Dervilis, 2016 .

Structural Health Monitoring 2012

Keith Worden, Elizabeth Cross, Pia N Sartor, 2012 .

Robust methods for outlier detection and regression for SHM applications

Keith Worden, Ifigeneia Antoniadou, Elizabeth Cross, 2015 .

Cointegration and why it works for SHM

Keith Worden, Elizabeth Cross, K. Worden, 2012 .

Is it worth changing pattern recognition methods for structural health monitoring

Keith Worden, Elizabeth Cross, Nikolaos Dervilis, 2017 .

On evolutionary system identification with applications to nonlinear benchmarks

Keith Worden, Graeme Manson, T. J. Rogers, 2018, Mechanical Systems and Signal Processing.

Switching Response Surface Models for Structural Health Monitoring of Bridges

Keith Worden, James M. W. Brownjohn, Elizabeth Cross, 2013 .

On Structural Health Monitoring in Changing Environmental and Operational Conditions

Elizabeth Cross, E. Cross, 2012 .

A Time Series Decomposition Method For Heteroskedastic Data In Structural Health Monitoring

Keith Worden, Elizabeth Cross, Haichen Shi, 2017 .

Linear approaches to modeling nonlinearities in long-term monitoring of bridges

Elizabeth Cross, Eloi Figueiredo, E. Figueiredo, 2013 .

Structural Health Monitoring: from Structures to Systems-of-Systems

Keith Worden, Ifigeneia Antoniadou, Elizabeth Cross, 2015 .

A regime-switching cointegration approach for removing environmental and operational variations in structural health monitoring

Keith Worden, Elizabeth Cross, Haichen Shi, 2018 .

Cointegration and the Empirical Mode Decomposition for the Analysis of Diagnostic Data

Keith Worden, Ifigeneia Antoniadou, Elizabeth Cross, 2013 .

New Modes of Inference for Probabilistic SHM

Keith Worden, Elizabeth Cross, Nikolaos Dervilis, 2021 .

Structural Health Monitoring for Civil Infrastructure

Charles R. Farrar, Keith Worden, Elizabeth Cross, 2013 .

Removal of temperature-induced strain variations for fatigue crack growth detection in a real aeronautical structure

Matteo Corbetta, Claudio Sbarufatti, Marco Giglio, 2016 .

On Digital Twins, Mirrors and Virtualisations

David J. Wagg, Keith Worden, Elizabeth Cross, 2019, Model Validation and Uncertainty Quantification, Volume 3.