Greg Provan

Academic

University College Cork

Contact Details

OFFICE: Wgb 1-71

TEL: +353 21 4205928

Professor Gregory Provan is a Professor at the Computer Science Department at University College Cork. He is Director of the Blended Autonomous Systems Spoke with Lero, and is a Funded Investigator with the Insight Center. His current research interests are in machine learning (especially deep learning), autonomous systems, model-based diagnostics and control, and embedded systems and embedded code generation. He holds a DPhil from Oxford University, and MSc from Stanford University, and a BSE from Princeton University.

Publications

2019

Sohege Y, Quinones M, Provan G. 2019. Unknown Fault Tolerant Control using Deep Reinforcement Learning: A blended control approach.

2018

Provan G, Sohege Y. 2018. Comparison of Control and Cooperation Frameworks for Blended Autonomy . European Control Conference.

Orizio R, Provan G, Ranade A, Mady A. 2018. Physics-Based Methods for Responding to Attacks and Faults . CPS-Week.

Provan G. 2018. Diagnosing Hybrid Dynamical Systems Using Max-Plus Algebraic Methods.

2017

Provan G. 2017. An Algebraic Approach for Diagnosing Discrete-Time Hybrid Systems. 28th International Workshop on Principles of Diagnosis (DX'17).

Sohege Y, Provan G. 2017. Comparing Switching and Mixing Model-Predictive Controllers for Robust Fault-Tolerant Control. 28th Itnl. Workshop on Model-Based Diagnosis.

Provan G. 2017. Optimizing GPU-based Scientific Computing using Algebraic Technique. IEEE Itnl. Conference on Design and Technology of Integrated Systems.

Provan G, Riccardo O. 2017. Physics-Based Methods for Distinguishing Attacks from Faults. Tenth International Conference on Advances in Circuits, Electronics and Micro-electronics.

Provan G. 2017. Co-Design of Embeddable Diagnostics using Reduced-Order Models**The paper has been supported by SFI grants 12/RC/2289 and 13/RC/2094. IFAC-PapersOnLine. 50:12222-12229.

2016

Provan G. 2016. A General Characterization of Model-Based Diagnosis .