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},
  publisher={The Royal Society},
  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"
}

Data-Driven Neural Certificate Synthesis

Rickard L, Abate A & Margellos K (2025)

BibTeX

@misc{datadrivenneura-2025/2,
  title={Data-Driven Neural Certificate Synthesis},
  author={Rickard L, Abate A & Margellos K},
  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"
}

Physics-based battery model parametrisation from impedance data

Hallemans N, Courtier NE, Please CP, Planden B, Dhoot R et al. (2024)

BibTeX

@misc{physicsbasedbat-2024/12,
  title={Physics-based battery model parametrisation from impedance data},
  author={Hallemans N, Courtier NE, Please CP, Planden B, Dhoot R et al.},
  year = "2024"
}

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"
}