Paul Gardner

University of Sheffield

United Kingdom

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Articles (11)

Year:

2024

Year:

2023

Year:

2022

Year:

2022

Year:

2022

Year:

2022

Year:

2022

Year:

2022

Year:

2022

Year:

2022

Year:

2021

Collaborators (7)

Lawrence Bull

University of Glasgow

UNITED KINGDOM

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Robert Barthorpe

University of Sheffield

UNITED KINGDOM

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David Wagg

University of Sheffield

UNITED KINGDOM

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Evangelos Papatheou

Lecturer

University of Exeter

UNITED KINGDOM

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Jevgenija Prisutova

University of Sheffield

UNITED KINGDOM

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Timothy Rogers

University of Sheffield

UNITED KINGDOM

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Elizabeth Cross

University of Sheffield

UNITED KINGDOM

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Paul Gardner

Research Interests

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Articles (11)

Calibrating the Discrete Boundary Conditions of a Dynamic Simulation: A Combinatorial Approximate Bayesian Computation Sequential Monte Carlo (ABC-SMC) Approach

Robust model updating in structural dynamics using a new non-implausibility-motivated optimisation approach

Robust equation discovery considering model discrepancy: a sparse Bayesian and Gaussian process approach

A transfer learning-based digital twin for detecting localised torsional friction in deviated wells

Bayesian modelling of multivalued power curves from an operational wind farm

Domain-adapted Gaussian mixture models for population-based structural health monitoring

On robust risk-based active-learning algorithms for enhanced decision support

A population-based SHM methodology for heterogeneous structures: Transferring damage localisation knowledge between different aircraft wings

On risk-based active learning for structural health monitoring

On the application of kernelised Bayesian transfer learning to population-based structural health monitoring

Overcoming the problem of repair in structural health monitoring: Metric-informed transfer learning

Collaborators (7)

Lawrence Bull

Robert Barthorpe

David Wagg

Evangelos Papatheou

Jevgenija Prisutova

Timothy Rogers

Elizabeth Cross

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