Timothy Rogers

University of Sheffield

United Kingdom

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Articles (20)

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2024

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2022

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2022

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2022

Collaborators (9)

Lawrence Bull

University of Glasgow

UNITED KINGDOM

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Claudia Mazzà

University of Sheffield

UNITED KINGDOM

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David Wagg

University of Sheffield

UNITED KINGDOM

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Robert S Dwyer-Joyce

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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Paul Gardner

University of Sheffield

UNITED KINGDOM

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Tobias Friis

Technical University of Denmark

DENMARK

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Elizabeth Cross

University of Sheffield

UNITED KINGDOM

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Timothy Rogers

Research Interests

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Articles (20)

Full-scale modal testing of a Hawk T1A aircraft for benchmarking vibration-based methods

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

A Gaussian-process assisted model-form error estimation in multiple-degrees-of-freedom systems

A robust probabilistic approach to stochastic subspace identification

Control of flexible structures using model predictive control and gaussian processes

Convolution models for output only linear structural system identification and the problem of identifiability

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

A probabilistic approach for acoustic emission based monitoring techniques: with application to structural health monitoring

A spectrum of physics-informed Gaussian processes for regression in engineering

Constraining Gaussian processes for physics-informed acoustic emission mapping

Distributions of fatigue damage from data-driven strain prediction using Gaussian process regression

Resource-efficient machining through physics-informed machine learning

A Bayesian Method for Material Identification of Composite Plates via Dispersion Curves

On the dynamic properties of statistically-independent nonlinear normal modes

A latent restoring force approach to nonlinear system identification

Online damage detection of cutting tools using Dirichlet process mixture models

Informative bayesian tools for damage localisation by decomposition of Lamb wave signals

A sampling-based approach for information-theoretic inspection management

Bayesian modelling of multivalued power curves from an operational wind farm

Collaborators (9)

Lawrence Bull

Claudia Mazzà

David Wagg

Robert S Dwyer-Joyce

Evangelos Papatheou

Jevgenija Prisutova

Paul Gardner

Tobias Friis

Elizabeth Cross

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