Tim Rogers
Title
Cited by
Cited by
Year
On evolutionary system identification with applications to nonlinear benchmarks
K Worden, RJ Barthorpe, EJ Cross, N Dervilis, GR Holmes, G Manson, ...
Mechanical Systems and Signal Processing 112, 194-232, 2018
352018
A Bayesian non-parametric clustering approach for semi-supervised Structural Health Monitoring
TJ Rogers, K Worden, R Fuentes, N Dervilis, UT Tygesen, EJ Cross
Mechanical Systems and Signal Processing 119, 100-119, 2019
342019
Probabilistic modelling of wind turbine power curves with application of heteroscedastic Gaussian Process regression
TJ Rogers, P Gardner, N Dervilis, K Worden, AE Maguire, E Papatheou, ...
Renewable Energy 148, 1124-1136, 2020
252020
Probabilistic active learning: An online framework for structural health monitoring
LA Bull, TJ Rogers, C Wickramarachchi, EJ Cross, K Worden, N Dervilis
Mechanical Systems and Signal Processing 134, 106294, 2019
242019
On the confidence bounds of Gaussian process NARX models and their higher-order frequency response functions
K Worden, WE Becker, TJ Rogers, EJ Cross
Mechanical Systems and Signal Processing 104, 188-223, 2018
182018
On a Grey Box modelling framework for nonlinear system identification
TJ Rogers, GR Holmes, EJ Cross, K Worden
Special Topics in Structural Dynamics, Volume 6, 167-178, 2017
142017
Foundations of population-based SHM, Part I: Homogeneous populations and forms
LA Bull, PA Gardner, J Gosliga, TJ Rogers, N Dervilis, EJ Cross, ...
Mechanical Systems and Signal Processing 148, 107141, 2021
132021
State-of-the-Art and Future Directions for Predictive Modelling of Offshore Structure Dynamics Using Machine Learning
UT Tygesen, K Worden, T Rogers, G Manson, EJ Cross
Dynamics of Civil Structures, Volume 2, 223-233, 2019
132019
On the application of Gaussian process latent force models for joint input-state-parameter estimation: With a view to Bayesian operational identification
TJ Rogers, K Worden, EJ Cross
Mechanical Systems and Signal Processing 140, 106580, 2020
112020
Towards population-based structural health monitoring, part I: homogeneous populations and forms
LA Bull, PA Gardner, J Gosliga, N Dervilis, E Papatheou, AE Maguire, ...
Model Validation and Uncertainty Quantification, Volume 3, 287-302, 2020
112020
Machine learning for energy load forecasting
D Scott, T Simpson, N Dervilis, T Rogers, K Worden
Journal of Physics: Conference Series 1106 (1), 012005, 2018
82018
A Bayesian filtering approach to operational modal analysis with recovery of forcing signals
TJ Rogers, K Worden, G Manson, UT Tygesen, EJ Cross
ISMA 2018 - International Conference on Noise and Vibration Engineering and …, 2018
82018
Equation discovery for nonlinear dynamical systems: A Bayesian viewpoint
R Fuentes, R Nayek, P Gardner, N Dervilis, T Rogers, K Worden, ...
Mechanical Systems and Signal Processing 154, 107528, 2021
62021
Identification of a Duffing oscillator using particle Gibbs with ancestor sampling
TJ Rogers, TB Schön, A Lindholm, K Worden, EJ Cross
Journal of Physics: Conference Series 1264 (1), 012051, 2019
52019
Towards Bayesian System Identification: With Application to SHM of Offshore Structures
TJ Rogers
University of Sheffield, 2019
52019
Identification of nonlinear wave forces using Gaussian process NARX models
K Worden, T Rogers, EJ Cross
Nonlinear Dynamics, Volume 1, 203-221, 2017
52017
Autonomous ultrasonic inspection using Bayesian optimisation and robust outlier analysis
R Fuentes, P Gardner, C Mineo, TJ Rogers, SG Pierce, K Worden, ...
Mechanical Systems and Signal Processing 145, 106897, 2020
42020
On the choice of optimisation scheme for Gaussian process hyperparameters in SHM problems
TJ ROGERS, G MANSON, K WORDEN, EJ CROSS
Structural Health Monitoring 2017, 2017
42017
Bayesian Joint Input-State Estimation for Nonlinear Systems
TJ Rogers, K Worden, EJ Cross
Vibration 3 (3), 281-303, 2020
32020
Investigating Engineering Data by Probabilistic Measures
LA Bull, K Worden, TJ Rogers, EJ Cross, N Dervilis
Special Topics in Structural Dynamics & Experimental Techniques, Volume 5, 77-81, 2020
32020
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Articles 1–20