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Showing 50 publications by Marko Bacic, Mark Cannon, Stephen Duncan, Harrison Steel, Paul Goulart, Kostas Margellos, Antonis Papachristodoulou

Distributed safe control design and probabilistic safety verification for multi-agent systems

Wang H, Papachristodoulou A & Margellos K (2025), Automatica, 179

BibTeX View PDF
@article{distributedsafe-2025/6,
  title={Distributed safe control design and probabilistic safety verification for multi-agent systems},
  author={Wang H, Papachristodoulou A & Margellos K},
  journal={Automatica},
  volume={179},
  number={112393},
  publisher={Elsevier},
  year = "2025"
}

Distributed safe control design and probabilistic safety verification for multi-agent systems

Wang H, Papachristodoulou A & Margellos K (2025), Automatica, 179

Altmetric score is
BibTeX View PDF
@article{distributedsafe-2025/6,
  title={Distributed safe control design and probabilistic safety verification for multi-agent systems},
  author={Wang H, Papachristodoulou A & Margellos K},
  journal={Automatica},
  volume={179},
  number={112393},
  publisher={Elsevier},
  year = "2025"
}

Physics-Based Battery Model Parametrisation from Impedance Data

Hallemans N, Courtier NE, Please CP, Planden B, Dhoot R et al. (2025)

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@misc{physicsbasedbat-2025/5,
  title={Physics-Based Battery Model Parametrisation from Impedance Data},
  author={Hallemans N, Courtier NE, Please CP, Planden B, Dhoot R et al.},
  year = "2025"
}

Physics-Based Battery Model Parametrisation from Impedance Data

Hallemans N, Courtier NE, Please CP, Planden B, Dhoot R et al. (2025), Journal of The Electrochemical Society

BibTeX View PDF
@article{physicsbasedbat-2025/5,
  title={Physics-Based Battery Model Parametrisation from Impedance Data},
  author={Hallemans N, Courtier NE, Please CP, Planden B, Dhoot R et al.},
  journal={Journal of The Electrochemical Society},
  publisher={The Electrochemical Society},
  year = "2025"
}

Synthesis of safety certificates for discrete-time uncertain systems via convex optimization

Fochesato M, Wang H, Papachristodoulou A & Goulart P (2025)

BibTeX
@misc{synthesisofsafe-2025/5,
  title={Synthesis of safety certificates for discrete-time uncertain systems via convex optimization},
  author={Fochesato M, Wang H, Papachristodoulou A & Goulart P},
  year = "2025"
}

Distributed equilibrium seeking in aggregative games: linear convergence under singular perturbations lens

Carnevale G, Fabiani F, Fele F, Margellos K & Notarstefano G (2025)

BibTeX View PDF
@misc{distributedequi-2025/5,
  title={Distributed equilibrium seeking in aggregative games: linear convergence under singular perturbations lens},
  author={Carnevale G, Fabiani F, Fele F, Margellos K & Notarstefano G},
  year = "2025"
}

Synthesis of safety certificates for discrete-time uncertain systems via convex optimization

Fochesato M, Wang H, Papachristodoulou A & Goulart P (2025)

Altmetric score is
BibTeX
@misc{synthesisofsafe-2025/5,
  title={Synthesis of safety certificates for discrete-time uncertain systems via convex optimization},
  author={Fochesato M, Wang H, Papachristodoulou A & Goulart P},
  year = "2025"
}

A successive convexification approach for robust receding horizon control

Lishkova Y & Cannon M (2025), IEEE Transactions on Automatic Control

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@article{asuccessiveconv-2025/4,
  title={A successive convexification approach for robust receding horizon control},
  author={Lishkova Y & Cannon M},
  journal={IEEE Transactions on Automatic Control},
  publisher={IEEE},
  year = "2025"
}

Deep Learning Model Predictive Control for Deep Brain Stimulation in Parkinson's Disease

Steffen S & Cannon M (2025)

BibTeX
@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"
}

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

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

BibTeX View PDF
@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"
}

Opt-ODENet: A Neural ODE Framework with Differentiable QP Layers for Safe and Stable Control Design (longer version).

Miao K, Zhao L, Wang H, Gatsis K & Papachristodoulou A (2025), CoRR, abs/2504.17139

Altmetric score is
BibTeX
@article{optodenetaneura-2025/4,
  title={Opt-ODENet: A Neural ODE Framework with Differentiable QP Layers for Safe and Stable Control Design (longer version).},
  author={Miao K, Zhao L, Wang H, Gatsis K & Papachristodoulou A},
  journal={CoRR},
  volume={abs/2504.17139},
  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 View PDF
@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 View PDF
@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 View PDF
@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 reports methods, 5(3), 101009

BibTeX View PDF
@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},
  publisher={Elsevier},
  year = "2025"
}

Continuous-time Data-driven Barrier Certificate Synthesis

Rickard L, Abate A & Margellos K (2025)

BibTeX View PDF
@misc{continuoustimed-2025/3,
  title={Continuous-time Data-driven Barrier Certificate Synthesis},
  author={Rickard L, Abate A & Margellos K},
  year = "2025"
}

Constraint Horizon in Model Predictive Control

Nascimento AAD, Wang H, Papachristodoulou A & Margellos K (2025)

BibTeX
@misc{constrainthoriz-2025/3,
  title={Constraint Horizon in Model Predictive Control},
  author={Nascimento AAD, Wang H, Papachristodoulou A & Margellos K},
  year = "2025"
}

Bridging conformal prediction and scenario optimization

O'Sullivan N, Romao L & Margellos K (2025)

BibTeX View PDF
@misc{bridgingconform-2025/3,
  title={Bridging conformal prediction and scenario optimization},
  author={O'Sullivan N, Romao L & Margellos K},
  year = "2025"
}

Constraint Horizon in Model Predictive Control.

Nascimento AAD, Wang H, Papachristodoulou A & Margellos K (2025), CoRR, abs/2503.18521

BibTeX
@article{constrainthoriz-2025/3,
  title={Constraint Horizon in Model Predictive Control.},
  author={Nascimento AAD, Wang H, Papachristodoulou A & Margellos K},
  journal={CoRR},
  volume={abs/2503.18521},
  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, 638, 130041

Altmetric score is
BibTeX View PDF
@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},
  volume={638},
  number={130041},
  pages={130041},
  publisher={Elsevier},
  year = "2025"
}

Constraint Horizon in Model Predictive Control.

Nascimento AAD, Wang H, Papachristodoulou A & Margellos K (2025), CoRR, abs/2503.18521

Altmetric score is
BibTeX
@article{constrainthoriz-2025/3,
  title={Constraint Horizon in Model Predictive Control.},
  author={Nascimento AAD, Wang H, Papachristodoulou A & Margellos K},
  journal={CoRR},
  volume={abs/2503.18521},
  year = "2025"
}

Constraint Horizon in Model Predictive Control

Nascimento AAD, Wang H, Papachristodoulou A & Margellos K (2025)

Altmetric score is
BibTeX
@misc{constrainthoriz-2025/3,
  title={Constraint Horizon in Model Predictive Control},
  author={Nascimento AAD, Wang H, Papachristodoulou A & Margellos K},
  year = "2025"
}

High effectiveness tip cooling using inclined slots

Mutekwa M, Vieira J, Farfaras M, Coull JD, Bacic M et al. (2025), Journal of Turbomachinery, 147(9)

Altmetric score is
BibTeX View PDF
@article{higheffectivene-2025/2,
  title={High effectiveness tip cooling using inclined slots},
  author={Mutekwa M, Vieira J, Farfaras M, Coull JD, Bacic M et al.},
  journal={Journal of Turbomachinery},
  volume={147},
  number={091011 },
  publisher={American Society of Mechanical Engineers},
  year = "2025"
}

Model predictive control for closed-loop deep brain stimulation

Steffen S, Cannon M, Tan H & Debarros J (2025), 2024 IEEE 63rd Conference on Decision and Control (CDC), 4034-4039

BibTeX View PDF
@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"
}

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 View PDF
@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"
}

Robust optimization for adversarial learning with finite sample complexity guarantees

Bertolace A, Gatsis K & Margellos K (2025), 2024 IEEE 63rd Conference on Decision and Control (CDC), 4131-4136

BibTeX View PDF
@inproceedings{robustoptimizat-2025/2,
  title={Robust optimization for adversarial learning with finite sample complexity guarantees},
  author={Bertolace A, Gatsis K & Margellos K},
  booktitle={63rd IEEE Conference on Decision and Control (CDC 2024)},
  pages={4131-4136},
  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 View PDF
@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"
}

Probabilistically safe controllers based on control barrier functions and scenario model predictive control

Do Nascimento A, Papachristodoulou A & Margellos K (2025), 2024 IEEE 63rd Conference on Decision and Control (CDC), 1814-1819

BibTeX View PDF
@inproceedings{probabilistical-2025/2,
  title={Probabilistically safe controllers based on control barrier functions and scenario model predictive control},
  author={Do Nascimento A, Papachristodoulou A & Margellos K},
  booktitle={63rd IEEE Conference on Decision and Control (CDC 2024)},
  pages={1814-1819},
  year = "2025"
}

Distributed equilibrium seeking in aggregative games: linear convergence under singular perturbations lens

Carnevale G, Fabiani F, Fele F, Margellos K & Notarstefano G (2025), 2024 IEEE 63rd Conference on Decision and Control (CDC), 3918-3923

BibTeX View PDF
@inproceedings{distributedequi-2025/2,
  title={Distributed equilibrium seeking in aggregative games: linear convergence under singular perturbations lens},
  author={Carnevale G, Fabiani F, Fele F, Margellos K & Notarstefano G},
  booktitle={63rd IEEE Conference on Decision and Control (CDC 2024)},
  pages={3918-3923},
  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"
}

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

Altmetric score is
BibTeX View PDF
@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"
}

Probabilistically safe controllers based on control barrier functions and scenario model predictive control

Do Nascimento A, Papachristodoulou A & Margellos K (2025), 2024 IEEE 63rd Conference on Decision and Control (CDC), 1814-1819

Altmetric score is
BibTeX View PDF
@inproceedings{probabilistical-2025/2,
  title={Probabilistically safe controllers based on control barrier functions and scenario model predictive control},
  author={Do Nascimento A, Papachristodoulou A & Margellos K},
  booktitle={63rd IEEE Conference on Decision and Control (CDC 2024)},
  pages={1814-1819},
  year = "2025"
}

Data-driven stable neural feedback loop design

Xiong Z, Wang H, Zhao L & Papachristodoulou A (2025), 2024 IEEE 63rd Conference on Decision and Control (CDC), 7344-7349

Altmetric score is
BibTeX View PDF
@inproceedings{datadrivenstabl-2025/2,
  title={Data-driven stable neural feedback loop design},
  author={Xiong Z, Wang H, Zhao L & Papachristodoulou A},
  booktitle={63rd IEEE Conference on Decision and Control (CDC 2024)},
  pages={7344-7349},
  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 View PDF
@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 View PDF
@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"
}

Nonlinear Static Output Feedback Design for Polynomial Systems With Non-symmetric Input Saturation Bounds

Madeira DDS, Silva JAGN, Machado GF & Papachristodoulou A (2025), IEEE Control Systems Letters, 1-1

Altmetric score is
BibTeX View PDF
@article{nonlinearstatic-2025/,
  title={Nonlinear Static Output Feedback Design for Polynomial Systems With Non-symmetric Input Saturation Bounds},
  author={Madeira DDS, Silva JAGN, Machado GF & Papachristodoulou A},
  journal={IEEE Control Systems Letters},
  pages={1-1},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  year = "2025"
}

Optimisation strategies for directed evolution without sequencing

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

BibTeX View PDF
@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"
}

CuClarabel: GPU acceleration for a conic optimization solver

Chen Y, Tse D, Nobel P, Goulart P & Boyd S (2024)

BibTeX View PDF
@misc{cuclarabelgpuac-2024/12,
  title={CuClarabel: GPU acceleration for a conic optimization solver},
  author={Chen Y, Tse D, Nobel P, Goulart P & Boyd S},
  year = "2024"
}

Convex Co-Design of Mixed-Relative Degree Control Barrier Functions and Feedback Controllers for Linear Systems

Wang H, Margellos K, Papachristodoulou A & De Persis C (2024), 00, 8158-8163

BibTeX View PDF
@inproceedings{convexcodesigno-2024/12,
  title={Convex Co-Design of Mixed-Relative Degree Control Barrier Functions and Feedback Controllers for Linear Systems},
  author={Wang H, Margellos K, Papachristodoulou A & De Persis C},
  booktitle={2024 IEEE 63rd Conference on Decision and Control (CDC)},
  pages={8158-8163},
  year = "2024"
}

Convex Co-Design of Mixed-Relative Degree Control Barrier Functions and Feedback Controllers for Linear Systems

Wang H, Margellos K, Papachristodoulou A & De Persis C (2024), 00, 8158-8163

Altmetric score is
BibTeX View PDF
@inproceedings{convexcodesigno-2024/12,
  title={Convex Co-Design of Mixed-Relative Degree Control Barrier Functions and Feedback Controllers for Linear Systems},
  author={Wang H, Margellos K, Papachristodoulou A & De Persis C},
  booktitle={2024 IEEE 63rd Conference on Decision and Control (CDC)},
  pages={8158-8163},
  year = "2024"
}

Analysing control-theoretic properties of nonlinear synthetic biology circuits

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

Altmetric score is
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

Altmetric score is
BibTeX View PDF
@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)

Altmetric score is
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@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"
}

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 View PDF
@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"
}

A new subscale test facility for large temperature difference compact heat exchangers

Pilkington A, Ireland P & Bacic M (2024)

Altmetric score is
BibTeX View PDF
@inproceedings{anewsubscaletes-2024/9,
  title={A new subscale test facility for large temperature difference compact heat exchangers},
  author={Pilkington A, Ireland P & Bacic M},
  year = "2024"
}

Towards targeted exploration for non-stochastic disturbances

Venkatasubramanian J, Koehler J, Cannon M & Allgoewer F (2024), IFAC-PapersOnLine, 58(15), 556-561

BibTeX View PDF
@inproceedings{towardstargeted-2024/9,
  title={Towards targeted exploration for non-stochastic disturbances},
  author={Venkatasubramanian J, Koehler J, Cannon M & Allgoewer F},
  booktitle={19th IFAC Symposium on System Identification (SYSID 2024)},
  pages={556-561},
  year = "2024"
}