Control Group Publications

A neural network-based approach to hybrid systems identification for control

Fabiani F, Stellato B, Masti D & Goulart PJ (2025), Automatica, 174, 112130

BibTeX

@article{aneuralnetworkb-2025/4,
  title={A neural network-based approach to hybrid systems identification for control},
  author={Fabiani F, Stellato B, Masti D & Goulart PJ},
  journal={Automatica},
  volume={174},
  pages={112130},
  publisher={Elsevier},
  year = "2025"
}

Editorial: Special Issue on Model Predictive Control Under Disturbances and Uncertainties: Safety, Stability, and Learning

Chen W, Cannon M, Findeisen R & Yang J (2025), International Journal of Robust and Nonlinear Control

BibTeX

@article{editorialspecia-2025/3,
  title={Editorial: Special Issue on Model Predictive Control Under Disturbances and Uncertainties: Safety, Stability, and Learning},
  author={Chen W, Cannon M, Findeisen R & Yang J},
  journal={International Journal of Robust and Nonlinear Control},
  publisher={Wiley},
  year = "2025"
}

Bridging the Gap between Microstructurally Resolved Computed Tomography-Based and Homogenised Doyle-Fuller-Newman Models for Lithium-Ion Batteries

Tredenick E, Boyce A, Wheeler S, Li J, Sun Y et al. (2025), Journal of The Electrochemical Society, 172(3), 030503

BibTeX

@article{bridgingthegapb-2025/3,
  title={Bridging the Gap between Microstructurally Resolved Computed Tomography-Based and Homogenised Doyle-Fuller-Newman Models for Lithium-Ion Batteries},
  author={Tredenick E, Boyce A, Wheeler S, Li J, Sun Y et al.},
  journal={Journal of The Electrochemical Society},
  volume={172},
  pages={030503},
  publisher={The Electrochemical Society},
  year = "2025"
}

Streamlined and efficient genome editing in Cupriavidus necator H16 using an optimised SIBR-Cas system

Della Valle S, Steel H & Huang W (2025), Trends in Biotechnology

BibTeX

@article{streamlinedande-2025/3,
  title={Streamlined and efficient genome editing in Cupriavidus necator H16 using an optimised SIBR-Cas system},
  author={Della Valle S, Steel H & Huang W},
  journal={Trends in Biotechnology},
  publisher={Cell Press},
  year = "2025"
}

Directing microbial co-culture composition using cybernetic control.

Lee TA, Morlock J, Allan J & Steel H (2025), Cell Rep Methods, 5(3), 101009

BibTeX

@article{directingmicrob-2025/3,
  title={Directing microbial co-culture composition using cybernetic control.},
  author={Lee TA, Morlock J, Allan J & Steel H},
  journal={Cell Rep Methods},
  volume={5},
  pages={101009},
  year = "2025"
}

NLBAC: A neural ODE-based algorithm for state-wise stable and safe reinforcement learning

Zhao L, Miao K, Cao H, Gatsis K & Papachristodoulou A (2025), Neurocomputing, 130041

BibTeX

@article{nlbacaneuralode-2025/3,
  title={NLBAC: A neural ODE-based algorithm for state-wise stable and safe reinforcement learning},
  author={Zhao L, Miao K, Cao H, Gatsis K & Papachristodoulou A},
  journal={Neurocomputing},
  pages={130041},
  year = "2025"
}

Deep learning adaptive Model Predictive Control of Fed-Batch Cultivations

Krausch N, Doff-Sotta M, Cannon M, Neubauer P & Bournazou MNC (2025)

BibTeX

@misc{deeplearningada-2025/2,
  title={Deep learning adaptive Model Predictive Control of Fed-Batch
  Cultivations},
  author={Krausch N, Doff-Sotta M, Cannon M, Neubauer P & Bournazou MNC},
  year = "2025"
}

Model-guided gene circuit design for engineering genetically stable cell populations in diverse applications.

Sechkar K & Steel H (2025), Journal of the Royal Society, Interface, 22(223), 20240602

BibTeX

@article{modelguidedgene-2025/2,
  title={Model-guided gene circuit design for engineering genetically stable cell populations in diverse applications.},
  author={Sechkar K & Steel H},
  journal={Journal of the Royal Society, Interface},
  volume={22},
  pages={20240602},
  publisher={The Royal Society},
  year = "2025"
}

Convex co-design of control barrier functions and feedback controllers for linear systems

Wang H, Margellos K, Papachristodoulou A & De Persis C (2025), 2024 IEEE 63rd Conference on Decision and Control (CDC), 8158-8163

BibTeX

@inproceedings{convexcodesigno-2025/2,
  title={Convex co-design of control barrier functions and feedback controllers for linear systems},
  author={Wang H, Margellos K, Papachristodoulou A & De Persis C},
  booktitle={63rd IEEE Conference on Decision and Control (CDC 2024)},
  pages={8158-8163},
  year = "2025"
}

Predictive Control Barrier Functions: Bridging model predictive control and control barrier functions

Huang J, Wang H, Margellos K & Goulart P (2025)

BibTeX

@misc{predictivecontr-2025/2,
  title={Predictive Control Barrier Functions: Bridging model predictive control and control barrier functions},
  author={Huang J, Wang H, Margellos K & Goulart P},
  year = "2025"
}