Control Group Publications

@misc{deeplearningmod-2025/4,
  title={Deep Learning Model Predictive Control for Deep Brain Stimulation in
  Parkinson's Disease},
  author={Steffen S & Cannon M},
  year = "2025"
}

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"
}

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"
}

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"
}

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"
}

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 reports methods},
  volume={5},
  pages={101009},
  year = "2025"
}

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},
  publisher={Elsevier},
  year = "2025"
}

BibTeX

@inproceedings{modelpredictive-2025/2,
  title={Model predictive control for closed-loop deep brain stimulation},
  author={Steffen S, Cannon M, Tan H & Debarros J},
  booktitle={63rd IEEE Conference on Decision and Control (CDC 2024)},
  pages={4034-4039},
  year = "2025"
}

@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"
}

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"
}