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"
}

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},
  year = "2025"
}

Safe adaptive NMPC using ellipsoidal tubes

Buerger J & Cannon M (2025)

BibTeX

@misc{safeadaptivenmp-2025/1,
  title={Safe adaptive NMPC using ellipsoidal tubes},
  author={Buerger J & Cannon M},
  year = "2025"
}

Graded Lithium-Ion Battery Pouch Cells to Homogenise Current Distributions and Reduce Lithium Plating

Drummond R, Tredenick E, Kirk T, Forghani M, Grant P et al. (2025), Journal of The Electrochemical Society, 172(1), 010518-010518

BibTeX

@article{gradedlithiumio-2025/1,
  title={Graded Lithium-Ion Battery Pouch Cells to Homogenise Current Distributions and Reduce Lithium Plating},
  author={Drummond R, Tredenick E, Kirk T, Forghani M, Grant P et al.},
  journal={Journal of The Electrochemical Society},
  volume={172},
  pages={010518-010518},
  publisher={The Electrochemical Society},
  year = "2025"
}

An Efficient Implementation of Interior-Point Methods for a Class of Nonsymmetric Cones

Chen Y & Goulart P (2025), Journal of Optimization Theory and Applications, 204(2)

BibTeX

@article{anefficientimpl-2025/1,
  title={An Efficient Implementation of Interior-Point Methods for a Class of Nonsymmetric Cones},
  author={Chen Y & Goulart P},
  journal={Journal of Optimization Theory and Applications},
  volume={204},
  number={33},
  publisher={Springer},
  year = "2025"
}

Optimisation strategies for directed evolution without sequencing

James J, Towers S, Foerster J & Steel H (2024), PLoS Computational Biology, 20(12)

BibTeX

@article{optimisationstr-2024/12,
  title={Optimisation strategies for directed evolution without sequencing},
  author={James J, Towers S, Foerster J & Steel H},
  journal={PLoS Computational Biology},
  volume={20},
  number={e1012695},
  publisher={Public Library of Science},
  year = "2024"
}

Analysing control-theoretic properties of nonlinear synthetic biology circuits

Pardo A, Seoane SD, Ionescu DA, Papachristodoulou A & Villaverde AF (2024)

BibTeX

@misc{analysingcontro-2024/11,
  title={Analysing control-theoretic properties of nonlinear synthetic biology circuits},
  author={Pardo A, Seoane SD, Ionescu DA, Papachristodoulou A & Villaverde AF},
  year = "2024"
}

Data-driven robust model predictive control of tiltwing vertical take-off and landing aircraft

Doff-Sotta M, Cannon M & Bacic M (2024), Journal of Guidance, Control, and Dynamics

BibTeX

@article{datadrivenrobus-2024/10,
  title={Data-driven robust model predictive control of tiltwing vertical take-off and landing aircraft},
  author={Doff-Sotta M, Cannon M & Bacic M},
  journal={Journal of Guidance, Control, and Dynamics},
  publisher={American Institute of Aeronautics and Astronautics},
  year = "2024"
}

Integrated Hybrid Engine Cycle Design and Power Management Optimization

Ghelani R, Roumeliotis I, Saias CA, Mourouzidis C, Pachidis V et al. (2024), Journal of Engineering for Gas Turbines and Power, 146(10)

BibTeX

@article{integratedhybri-2024/10,
  title={Integrated Hybrid Engine Cycle Design and Power Management Optimization},
  author={Ghelani R, Roumeliotis I, Saias CA, Mourouzidis C, Pachidis V et al.},
  journal={Journal of Engineering for Gas Turbines and Power},
  volume={146},
  publisher={ASME International},
  year = "2024"
}