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
182018
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
112019
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
62019
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
62018
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
42017
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
32020
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
32017
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
22019
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
22018
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: Proceedings of the 36th IMAC, A …, 2018
22018
Identification of nonlinear wave forces using Gaussian process NARX models
K Worden, T Rogers, EJ Cross
Nonlinear Dynamics, Volume 1, 203-221, 2017
22017
Cascaded Tanks Benchmark: Parametric and Nonparametric
G Holmes, T Rogers, EJ Cross, N Dervilis, G Manson, RJ Barthorpe, ...
Workshop on nonlinear system identification benchmarks, 28, 2016
22016
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
12019
Learning of model discrepancy for structural dynamics applications using Bayesian history matching
P Gardner, TJ Rogers, C Lord, RJ Barthorpe
Journal of Physics: Conference Series 1264 (1), 012052, 2019
12019
Towards Bayesian System Identification: With Application to SHM of Offshore Structures
TJ Rogers
University of Sheffield, 2019
12019
Sparse Gaussian Process Emulators for Surrogate Design Modelling
P Gardner, TJ Rogers, C Lord, RJ Barthorpe
Applied Mechanics and Materials 885, 18-31, 2018
12018
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
2020
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
2020
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
2020
A probabilistic framework for online structural health monitoring: active learning from machining data streams
LA Bull, K Worden, TJ Rogers, C Wickramarachchi, EJ Cross, T McLeay, ...
Journal of Physics: Conference Series 1264 (1), 012028, 2019
2019
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Articles 1–20