William R. Jacobs

According to our database, William R. Jacobs authored at least 6 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Interpretable Deep Learning for Nonlinear System Identification Using Frequency Response Functions With Ensemble Uncertainty Quantification.

William R. Jacobs, Visakan Kadirkamanathan, Sean R. Anderson

IEEE Access, 2024

2022

Interpretable Deep Learning for System Identification Using Nonlinear Output Frequency Response Functions.

William R. Jacobs, Sean R. Anderson

Proceedings of the Advances in Computational Intelligence Systems, 2022

2019

Frequency-Domain Analysis for Nonlinear Systems With Time-Domain Model Parameter Uncertainty.

William R. Jacobs, Tony J. Dodd, Sean R. Anderson

IEEE Trans. Autom. Control., 2019

2018

Sparse Bayesian Nonlinear System Identification Using Variational Inference.

William R. Jacobs, Tara Baldacchino, Tony J. Dodd, Sean R. Anderson

IEEE Trans. Autom. Control., 2018

2015

Estimation of Fingertip Force from Surface EMG - A Multivariate Bayesian Mixture of Experts Approach.

Tara Baldacchino, William R. Jacobs, Sean R. Anderson, Keith Worden, Jennifer Rowson

Proceedings of the BIOSIGNALS 2015, 2015

2013

Control-Oriented Nonlinear Dynamic Modelling of Dielectric Electro-Active Polymers.

William R. Jacobs, Emma D. Wilson, Tareq Assaf, Jonathan M. Rossiter, Tony J. Dodd, John Porrill, Sean R. Anderson

Proceedings of the Towards Autonomous Robotic Systems - 14th Annual Conference, 2013