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 | 55 | 2018 |
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 | 45 | 2018 |
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 | 21 | 2015 |
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 | 9 | 2018 |
Sparse Bayesian identification of polynomial NARX models WR Jacobs, T Baldacchino, SR Anderson IFAC-PapersOnLine 48 (28), 172-177, 2015 | 8 | 2015 |
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 | 5 | 2018 |
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 | 5 | 2018 |
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 | 3 | 2021 |
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 | 2 | 2023 |
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 | 1 | 2014 |
Distributed digital twins for health monitoring: resource constrained aero-engine fleet management A Hartwell, F Montana, W Jacobs, V Kadirkamanathan, N Ameri, AR Mills The Aeronautical Journal, 1-20, 2024 | | 2024 |
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 |
Interpretable Deep Learning for System Identification Using Nonlinear Output Frequency Response Functions W Jacobs, SR Anderson UK Workshop on Computational Intelligence, 361-366, 2022 | | 2022 |
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 | | |