Elizabeth Cross

University of Sheffield

United Kingdom

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Articles (20)

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2025

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2021

Collaborators (10)

Lawrence Bull

University of Glasgow

UNITED KINGDOM

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Claudia Mazzà

University of Sheffield

UNITED KINGDOM

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David Hester

Queen's University Belfast

UNITED KINGDOM

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Daniel Brennan

University of Sheffield

UNITED KINGDOM

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Evangelos Papatheou

Lecturer

University of Exeter

UNITED KINGDOM

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Alan Ferguson

Queen's University Belfast

UNITED KINGDOM

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Su Taylor

The Queen's University Belfast

UNITED KINGDOM

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Paul Gardner

University of Sheffield

UNITED KINGDOM

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Timothy Rogers

University of Sheffield

UNITED KINGDOM

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Connor O'Higgins

Queen's University Belfast

UNITED KINGDOM

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Elizabeth Cross

Research Interests

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Articles (20)

Foundations of population-based SHM, Part V: Network, framework and database

On calculating structural similarity metrics in population-based structural health monitoring

Hierarchical Gaussian processes for characterizing gait variability in multiple sclerosis

Active learning for regression in engineering populations: a risk-informed approach

Canonical-correlation-based fast feature selection for structural health monitoring

On gait consistency quantification through ARX residual modeling and kernel two-sample testing

On Gait Consistency Quantification Through ARX Residual Modeling and Kernel Two-Sample Testing

On population-based structural health monitoring for bridges: Comparing similarity metrics and dynamic responses between sets of bridges

Refinement and Validation of the Minimal Information Data-Modelling (MID) Method for Bridge Management

Similarity assessment of structures for population-based structural health monitoring via graph kernels

Constraining Gaussian processes for physics-informed acoustic emission mapping

Identification of piecewise-linear mechanical oscillators via Bayesian model selection and parameter estimation

Minimal Information Data-Modelling (MID) and an Easily Implementable Low-Cost SHM System for Use on a Short-Span Bridge

Online damage detection of cutting tools using Dirichlet process mixture models

A sampling-based approach for information-theoretic inspection management

Bayesian modelling of multivalued power curves from an operational wind farm

Grey-box models for wave loading prediction

Structured machine learning tools for modelling characteristics of guided waves

Equation discovery for nonlinear dynamical systems : a Bayesian viewpoint

Damage detection in operational wind turbine blades using a new approach based on machine learning

Collaborators (10)

Lawrence Bull

Claudia Mazzà

David Hester

Daniel Brennan

Evangelos Papatheou

Alan Ferguson

Su Taylor

Paul Gardner

Timothy Rogers

Connor O'Higgins

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