Timothy J. Rogers

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Acoustic Emission

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Max D. Champneys, Gerben Izaak Beintema, Roland Tóth, Maarten Schoukens, Timothy J. Rogers
Baseline Results for Selected Nonlinear System Identification Benchmarks. CoRR (2024)
Joe D. Longbottom, Max D. Champneys, Timothy J. Rogers
Probabilistic Numeric SMC Sampling for Bayesian Nonlinear System Identification in Continuous Time. CoRR (2024)
A. Stihi, Timothy J. Rogers, Claudia Mazzà, Elizabeth J. Cross
On Gait Consistency Quantification Through ARX Residual Modeling and Kernel Two-Sample Testing. IEEE Trans. Biomed. Eng. 71 (3) (2024)
James Wilson, Max D. Champneys, Matt Tipuric, Robin S. Mills, David J. Wagg, Timothy J. Rogers
Multiple-input, multiple-output modal testing of a Hawk T1A aircraft: A new full-scale dataset for structural health monitoring. CoRR (2024)
Jah Shamas, Timothy J. Rogers, Anton Krynkin, Jevgenija Prisutova, Paul Gardner, Kirill V. Horoshenkov, Samuel R. Shelley, Paul Dickenson
Calibrating the Discrete Boundary Conditions of a Dynamic Simulation: A Combinatorial Approximate Bayesian Computation Sequential Monte Carlo (ABC-SMC) Approach. Sensors 24 (15) (2024)
Marcus Haywood-Alexander, Nikolaos Dervilis, Keith Worden, Robin S. Mills, Purim Ladpli, Timothy J. Rogers
A Bayesian Method for Material Identification of Composite Plates via Dispersion Curves. Sensors 23 (1) (2023)
Elizabeth J. Cross, Timothy J. Rogers, Daniel J. Pitchforth, Samuel J. Gibson, Matthew R. Jones
A spectrum of physics-informed Gaussian processes for regression in engineering. CoRR (2023)
Marcus Haywood-Alexander, Robin S. Mills, Max D. Champneys, Matthew R. Jones, Matthew S. Bonney, David J. Wagg, Timothy J. Rogers
Full-scale modal testing of a Hawk T1A aircraft for benchmarking vibration-based methods. CoRR (2023)
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
Sharing Information Between Machine Tools to Improve Surface Finish Forecasting. CoRR (2023)
Elizabeth J. Cross, Samuel J. Gibson, Matthew R. Jones, Daniel J. Pitchforth, Sikai Zhang, Timothy J. Rogers
Physics-informed machine learning for Structural Health Monitoring. CoRR (2022)
Matthew R. Jones, Timothy J. Rogers, Elizabeth J. Cross
Constraining Gaussian processes for physics-informed acoustic emission mapping. CoRR (2022)
J. H. McLean, Matthew R. Jones, B. J. O'Connell, Andrew Eoghan Maguire, Timothy J. Rogers
Physically Meaningful Uncertainty Quantification in Probabilistic Wind Turbine Power Curve Models as a Damage Sensitive Feature. CoRR (2022)
Lawrence A. Bull, Paul Gardner, Timothy J. Rogers, Elizabeth J. Cross, Nikolaos Dervilis, Keith Worden
Probabilistic Inference for Structural Health Monitoring: New Modes of Learning from Data. CoRR (2021)
Marcus Haywood-Alexander, Nikolaos Dervilis, Keith Worden, Elizabeth J. Cross, Robin S. Mills, Timothy J. Rogers
Structured Machine Learning Tools for Modelling Characteristics of Guided Waves. CoRR (2021)
Lawrence A. Bull, P. A. Gardner, Timothy J. Rogers, Nikolaos Dervilis, Elizabeth J. Cross, Evangelos Papatheou, Andrew Eoghan Maguire, C. Campos, Keith Worden
Bayesian Modelling of Multivalued Power Curves from an Operational Wind Farm. CoRR (2021)
Daniel J. Pitchforth, Timothy J. Rogers, Ulf T. Tygesen, Elizabeth J. Cross
Grey-box models for wave loading prediction. CoRR (2021)
Matthew R. Jones, Timothy J. Rogers, Keith Worden, Elizabeth J. Cross
A Bayesian methodology for localising acoustic emission sources in complex structures. CoRR (2020)