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William R Jacobs
William R Jacobs
Verified email at sheffield.ac.uk
Title
Cited by
Cited by
Year
Sparse Bayesian nonlinear system identification using variational inference
WR Jacobs, T Baldacchino, T Dodd, SR Anderson
IEEE Transactions on Automatic Control 63 (12), 4172-4187, 2018
522018
Simultaneous Force Regression and Movement Classification of Fingers via Surface EMG within a Unified Bayesian Framework
T Baldacchino, WR Jacobs, SR Anderson, K Worden, J Rowson
Frontiers in bioengineering and biotechnology 6, 13, 2018
452018
Control-focused, nonlinear and time-varying modelling of dielectric elastomer actuators with frequency response analysis
WR Jacobs, ED Wilson, T Assaf, J Rossiter, TJ Dodd, J Porrill, ...
Smart Materials and Structures 24 (5), 055002, 2015
212015
Gas turbine engine condition monitoring using Gaussian mixture and hidden Markov models
WR Jacobs, H Edwards, P Li, V Kadirkamanathan, AR Mills
International Journal of Prognostics and Health Management 9, 2018
92018
Sparse Bayesian identification of polynomial NARX models
WR Jacobs, T Baldacchino, SR Anderson
IFAC-PapersOnLine 48 (28), 172-177, 2015
82015
Frequency-domain analysis for nonlinear systems with time-domain model parameter uncertainty
WR Jacobs, TJ Dodd, SR Anderson
IEEE Transactions on Automatic Control 64 (5), 1905-1915, 2018
42018
Inter-engine variation analysis for health monitoring of aerospace gas turbine engines
W Jacobs, H Edwards, V Kadirkamanathan, A Mills
PHM Society European Conference 4 (1), 2018
42018
In-flight novelty detection with convolutional neural networks
A Hartwell, F Montana, W Jacobs, V Kadirkamanathan, AR Mills, T Clark
arXiv preprint arXiv:2112.03765, 2021
32021
Through-life Monitoring of Resource-constrained Systems and Fleets
F Montana, A Hartwell, W Jacobs, V Kadirkamanathan, AR Mills, T Clark
arXiv preprint arXiv:2301.01017, 2023
12023
Control-oriented nonlinear dynamic modelling of dielectric electro-active polymers
W Jacobs, ED Wilson, T Assaf, JM Rossiter, TJ Dodd, J Porrill, ...
Towards Autonomous Robotic Systems: 14th Annual Conference, TAROS 2013 …, 2014
12014
Interpretable deep learning for nonlinear system identification using frequency response functions with ensemble uncertainty quantification
WR Jacobs, V Kadirkamanathan, SR Anderson
IEEE Access, 2024
2024
Mapping the Effect of Variable HPT Blade Cooling on Fuel Burn, Engine Life and Emissions for Fleet Optimization using Active Control
E Pontika, P Laskaridis, F Montana Gonzalez, W Jacobs, A Mills
AIAA SCITECH 2023 Forum, 0706, 2023
2023
Bayesian Non-linear System Identification and Frequency Response Analysis with Application to Soft Smart Actuators
W Jacobs
University of Sheffield, 2016
2016
Estimation of Fingertip Force from Surface EMG
T Baldacchino, W Jacobs, SR Anderson, K Worden, J Rowson
Proceedings of the International Joint Conference on Biomedical Engineering …, 2015
2015
Scalable Data-driven Availability Management
AR Mills, M Frison, W Jacobs, MM Mansor, AF Hills
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Articles 1–15