% csauthors.net - beta - BibTeX bibliography of Sergio Lucia
@inproceedings{conf/IEEEcca/LuciaSE13,
title = {Non-conservative robust Nonlinear Model Predictive Control via scenario decomposition.},
year = {2013},
booktitle = {CCA},
author = {{Sergio Lucia} and {Sankaranarayanan Subramanian} and {Sebastian Engell}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Control Applications, CCA 2013, Hyderabad, India, August 28-30, 2013}
}
@inproceedings{conf/eucc/LuciaE13,
title = {Robust nonlinear model predictive control of a batch bioreactor using multi-stage stochastic programming.},
year = {2013},
booktitle = {ECC},
author = {{Sergio Lucia} and {Sebastian Engell}},
publisher = {IEEE},
booktitle = {12th European Control Conference, ECC 2013, Zurich, Switzerland, July 17-19, 2013}
}
@inproceedings{conf/IEEEcca/LuciaTSE14,
title = {An environment for the efficient testing and implementation of robust NMPC.},
year = {2014},
booktitle = {CCA},
author = {{Sergio Lucia} and {Alexandru Tatulea-Codrean} and {Christian Schoppmeyer} and {Sebastian Engell}},
publisher = {IEEE},
booktitle = {2014 IEEE Conference on Control Applications, CCA 2014, Juan Les Antibes, France, October 8-10, 2014}
}
@inproceedings{conf/IEEEcca/SubramanianLE14,
title = {Economic multi-stage output nonlinear model predictive control.},
year = {2014},
booktitle = {CCA},
author = {{Sankaranarayanan Subramanian} and {Sergio Lucia} and {Sebastian Engell}},
publisher = {IEEE},
booktitle = {2014 IEEE Conference on Control Applications, CCA 2014, Juan Les Antibes, France, October 8-10, 2014}
}
@inproceedings{conf/cdc/LuciaPE14,
title = {Multi-stage Nonlinear Model Predictive Control with verified robust constraint satisfaction.},
year = {2014},
booktitle = {CDC},
author = {{Sergio Lucia} and {Radoslav Paulen} and {Sebastian Engell}},
publisher = {IEEE},
booktitle = {53rd IEEE Conference on Decision and Control, CDC 2014, Los Angeles, CA, USA, December 15-17, 2014}
}
@inproceedings{conf/amcc/ThangavelLPE15,
title = {Towards dual robust nonlinear model predictive control: A multi-stage approach.},
year = {2015},
booktitle = {ACC},
author = {{Sakthi Thangavel} and {Sergio Lucia} and {Radoslav Paulen} and {Sebastian Engell}},
publisher = {IEEE},
booktitle = {American Control Conference, ACC 2015, Chicago, IL, USA, July 1-3, 2015}
}
@inproceedings{conf/cdc/LuciaZKF15,
title = {Efficient stochastic model predictive control based on polynomial chaos expansions for embedded applications.},
year = {2015},
booktitle = {CDC},
author = {{Sergio Lucia} and {Pablo Zometa} and {Markus J. Kögel} and {Rolf Findeisen}},
publisher = {IEEE},
booktitle = {54th IEEE Conference on Decision and Control, CDC 2015, Osaka, Japan, December 15-18, 2015}
}
@inproceedings{conf/eucc/MartinezLSPEP15,
title = {An efficient distributed algorithm for multi-stage robust nonlinear predictive control.},
year = {2015},
booktitle = {ECC},
author = {{Rubén Martí Martínez} and {Sergio Lucia} and {Daniel Sarabia} and {Radoslav Paulen} and {Sebastian Engell} and {César de Prada}},
publisher = {IEEE},
booktitle = {14th European Control Conference, ECC 2015, Linz, Austria, July 15-17, 2015}
}
@inproceedings{conf/eucc/SubramanianLE15,
title = {Handling structural plant-model mismatch via multi-stage nonlinear model predictive control.},
year = {2015},
booktitle = {ECC},
author = {{Sankaranarayanan Subramanian} and {Sergio Lucia} and {Sebastian Engell}},
publisher = {IEEE},
booktitle = {14th European Control Conference, ECC 2015, Linz, Austria, July 15-17, 2015}
}
@article{journals/cce/MartinezLSPEP15,
title = {Improving scenario decomposition algorithms for robust nonlinear model predictive control.},
year = {2015},
journal = {Comput. Chem. Eng.},
author = {{Rubén Martí Martínez} and {Sergio Lucia} and {Daniel Sarabia} and {Radoslav Paulen} and {Sebastian Engell} and {César de Prada}}
}
@inproceedings{conf/cdc/BathgeLF16,
title = {Exploiting models of different granularity in robust predictive control.},
year = {2016},
booktitle = {CDC},
author = {{Tobias Bäthge} and {Sergio Lucia} and {Rolf Findeisen}},
publisher = {IEEE},
booktitle = {55th IEEE Conference on Decision and Control, CDC 2016, Las Vegas, NV, USA, December 12-14, 2016}
}
@inproceedings{conf/cdc/SubramanianLE16,
title = {A non-conservative robust output feedback MPC for constrained linear systems.},
year = {2016},
booktitle = {CDC},
author = {{Sankaranarayanan Subramanian} and {Sergio Lucia} and {Sebastian Engell}},
publisher = {IEEE},
booktitle = {55th IEEE Conference on Decision and Control, CDC 2016, Las Vegas, NV, USA, December 12-14, 2016}
}
@inproceedings{conf/eucc/ZometaHLKF16,
title = {Efficient stochastic model predictive control for embedded systems based on second-order cone programs.},
year = {2016},
booktitle = {ECC},
author = {{Pablo Zometa} and {Hannes Heinemann} and {Sergio Lucia} and {Markus J. Kögel} and {Rolf Findeisen}},
publisher = {IEEE},
booktitle = {15th European Control Conference, ECC 2016, Aalborg, Denmark, June 29 - July 1, 2016}
}
@article{journals/arc/LuciaKZQF16,
title = {Predictive control, embedded cyberphysical systems and systems of systems - A perspective.},
year = {2016},
journal = {Annu. Rev. Control.},
author = {{Sergio Lucia} and {Markus J. Kögel} and {Pablo Zometa} and {Daniel E. Quevedo} and {Rolf Findeisen}}
}
@inproceedings{conf/amcc/LuciaPFB17,
title = {On stability of stochastic linear systems via polynomial chaos expansions.},
year = {2017},
booktitle = {ACC},
author = {{Sergio Lucia} and {Joel A. Paulson} and {Rolf Findeisen} and {Richard D. Braatz}},
publisher = {IEEE},
booktitle = {2017 American Control Conference, ACC 2017, Seattle, WA, USA, May 24-26, 2017}
}
@inproceedings{conf/amcc/LuciaTRKBF17,
title = {Towards adaptive health-aware charging of Li-ion batteries: A real-time predictive control approach using first-principles models.},
year = {2017},
booktitle = {ACC},
author = {{Sergio Lucia} and {Marcello Torchio} and {Davide Martino Raimondo} and {Reinhardt Klein} and {Richard D. Braatz} and {Rolf Findeisen}},
publisher = {IEEE},
booktitle = {2017 American Control Conference, ACC 2017, Seattle, WA, USA, May 24-26, 2017}
}
@inproceedings{conf/amcc/SubramanianLE17,
title = {A novel tube-based output feedback MPC for constrained linear systems.},
year = {2017},
booktitle = {ACC},
author = {{Sankaranarayanan Subramanian} and {Sergio Lucia} and {Sebastian Engell}},
publisher = {IEEE},
booktitle = {2017 American Control Conference, ACC 2017, Seattle, WA, USA, May 24-26, 2017}
}
@inproceedings{conf/amcc/WanSLFB18,
title = {Robust Static H∞ Output-Feedback Control Using Polynomial Chaos.},
year = {2018},
booktitle = {ACC},
author = {{Yiming Wan} and {Dongying E. Shen} and {Sergio Lucia} and {Rolf Findeisen} and {Richard D. Braatz}},
publisher = {IEEE},
booktitle = {2018 Annual American Control Conference, ACC 2018, Milwaukee, WI, USA, June 27-29, 2018}
}
@inproceedings{conf/eucc/KargL18,
title = {Deep learning-based embedded mixed-integer model predictive control.},
year = {2018},
booktitle = {ECC},
author = {{Benjamin Karg} and {Sergio Lucia}},
publisher = {IEEE},
booktitle = {16th European Control Conference, ECC 2018, Limassol, Cyprus, June 12-15, 2018}
}
@inproceedings{conf/isie/LuciaNSL18,
title = {Model Predictive Control for Resonant Power Converters Applied to Induction Heating.},
year = {2018},
booktitle = {ISIE},
author = {{Sergio Lucia} and {Denis Navarro} and {Hector Sarnago} and {Oscar Lucía}},
publisher = {IEEE},
booktitle = {27th IEEE International Symposium on Industrial Electronics, ISIE 2018, Cairns, Australia, June 13-15, 2018}
}
@inproceedings{conf/wf-iot/KargL18,
title = {Towards low-energy, low-cost and high-performance IoT-based operation of interconnected systems.},
year = {2018},
booktitle = {WF-IoT},
author = {{Benjamin Karg} and {Sergio Lucia}},
publisher = {IEEE},
booktitle = {4th IEEE World Forum on Internet of Things, WF-IoT 2018, Singapore, February 5-8, 2018}
}
@article{journals/tii/LuciaNLZF18,
title = {Optimized FPGA Implementation of Model Predictive Control for Embedded Systems Using High-Level Synthesis Tool.},
year = {2018},
journal = {IEEE Trans. Ind. Informatics},
author = {{Sergio Lucia} and {Denis Navarro} and {Oscar Lucía} and {Pablo Zometa} and {Rolf Findeisen}}
}
@inproceedings{conf/eucc/KargL19,
title = {Learning-based approximation of robust nonlinear predictive control with state estimation applied to a towing kite.},
year = {2019},
booktitle = {ECC},
author = {{Benjamin Karg} and {Sergio Lucia}},
publisher = {IEEE},
booktitle = {17th European Control Conference, ECC 2019, Naples, Italy, June 25-28, 2019}
}
@inproceedings{conf/iecon/LuciaSNL19,
title = {Improved Multi-Load Resonant Power Conversion Using Model Predictive Control.},
year = {2019},
booktitle = {IECON},
author = {{Sergio Lucia} and {Héctor Sarnago} and {Denis Navarro} and {Óscar Lucía}},
publisher = {IEEE},
booktitle = {IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society, Lisbon, Portugal, October 14-17, 2019}
}
@inproceedings{conf/wf-iot/SonnekalbL19,
title = {Smart Hot Water Control with Learned Human Behavior for Minimal Energy Consumption.},
year = {2019},
booktitle = {WF-IoT},
author = {{Tim Sonnekalb} and {Sergio Lucia}},
publisher = {IEEE},
booktitle = {5th IEEE World Forum on Internet of Things, WF-IoT 2019, Limerick, Ireland, April 15-18, 2019}
}
@article{journals/access/LuciaNGSL19,
title = {Deep Learning-Based Magnetic Coupling Detection for Advanced Induction Heating Appliances.},
year = {2019},
journal = {IEEE Access},
author = {{Oscar Lucía} and {Denis Navarro} and {Pablo Guillén} and {Héctor Sarnago} and {Sergio Lucia}}
}
@article{journals/corr/abs-1910-13906,
title = {Probabilistic performance validation of deep learning-based robust NMPC controllers.},
year = {2019},
journal = {CoRR},
author = {{Benjamin Karg} and {Teodoro Alamo} and {Sergio Lucia}}
}
@article{journals/csysl/LindhorstLFW19,
title = {Modeling Enzyme Controlled Metabolic Networks in Rapidly Changing Environments by Robust Optimization.},
year = {2019},
journal = {IEEE Control. Syst. Lett.},
author = {{Henning Lindhorst} and {Sergio Lucia} and {Rolf Findeisen} and {Steffen Waldherr}}
}
@inproceedings{conf/ccta/FiedlerDTL20,
title = {PredicTor: Predictive Congestion Control for the Tor Network.},
year = {2020},
booktitle = {CCTA},
author = {{Felix Fiedler} and {Christoph Döpmann} and {Florian Tschorsch} and {Sergio Lucia}},
publisher = {IEEE},
booktitle = {2020 IEEE Conference on Control Technology and Applications, CCTA 2020, Montreal, QC, Canada, August 24-26, 2020}
}
@inproceedings{conf/cdc/Braun0L20,
title = {A Hierarchical Attack Identification Method for Nonlinear Systems.},
year = {2020},
booktitle = {CDC},
author = {{Sarah Braun} and {Sebastian Albrecht 001} and {Sergio Lucia}},
publisher = {IEEE},
booktitle = {59th IEEE Conference on Decision and Control, CDC 2020, Jeju Island, South Korea, December 14-18, 2020}
}
@inproceedings{conf/cdc/KargL20,
title = {Stability and feasibility of neural network-based controllers via output range analysis.},
year = {2020},
booktitle = {CDC},
author = {{Benjamin Karg} and {Sergio Lucia}},
publisher = {IEEE},
booktitle = {59th IEEE Conference on Decision and Control, CDC 2020, Jeju Island, South Korea, December 14-18, 2020}
}
@inproceedings{conf/eucc/Braun0L20,
title = {Identifying Attacks on Nonlinear Cyber-Physical Systems in a Robust Model Predictive Control Setup.},
year = {2020},
booktitle = {ECC},
author = {{Sarah Braun} and {Sebastian Albrecht 001} and {Sergio Lucia}},
publisher = {IEEE},
booktitle = {18th European Control Conference, ECC 2020, Virtual Event, Russia, May 12-15, 2020}
}
@inproceedings{conf/eucc/FiedlerBBL20,
title = {A Probabilistic Moving Horizon Estimation Framework Applied to the Visual-Inertial Sensor Fusion Problem.},
year = {2020},
booktitle = {ECC},
author = {{Felix Fiedler} and {Dirk Baumbach} and {Anko Börner} and {Sergio Lucia}},
publisher = {IEEE},
booktitle = {18th European Control Conference, ECC 2020, Virtual Event, Russia, May 12-15, 2020}
}
@article{journals/access/GhasemiLL20,
title = {Computing in the Blink of an Eye: Current Possibilities for Edge Computing and Hardware-Agnostic Programming.},
year = {2020},
journal = {IEEE Access},
author = {{Mohammad Hossein Ghasemi} and {Oscar Lucía} and {Sergio Lucia}}
}
@article{journals/corr/abs-2002-00902,
title = {Sparse Magnetometer-free Inertial Motion Tracking - A Condition for Observability in Double Hinge Joint Systems.},
year = {2020},
journal = {CoRR},
author = {{Karsten Eckhoff} and {Manon Kok} and {Sergio Lucia} and {Thomas Seel}}
}
@article{journals/corr/abs-2003-07241,
title = {A probabilistic validation approach for penalty function design in Stochastic Model Predictive Control.},
year = {2020},
journal = {CoRR},
author = {{Martina Mammarella} and {Teodoro Alamo} and {Sergio Lucia} and {Fabrizio Dabbene}}
}
@article{journals/corr/abs-2006-08368,
title = {Sensor Artificial Intelligence and its Application to Space Systems - A White Paper.},
year = {2020},
journal = {CoRR},
author = {{Anko Börner} and {Heinz-Wilhelm Hübers} and {Odej Kao} and {Florian Schmidt 006} and {Soeren Becker 001} and {Joachim Denzler} and {Daniel Matolin} and {David Haber} and {Sergio Lucia} and {Wojciech Samek} and {Rudolph Triebel} and {Sascha Eichstädt} and {Felix Bießmann} and {Anna M. Kruspe} and {Peter Jung} and {Manon Kok} and {Guillermo Gallego 002} and {Ralf Berger}}
}
@article{journals/corr/abs-2011-13868,
title = {A new perspective on data-enabled predictive control.},
year = {2020},
journal = {CoRR},
author = {{Felix Fiedler} and {Sergio Lucia}}
}
@article{journals/corr/abs-2012-14848,
title = {Tube-enhanced Multi-stage MPC for Flexible Robust Control of Constrained Linear Systems with Additive and Parametric Uncertainties.},
year = {2020},
journal = {CoRR},
author = {{Sankaranarayanan Subramanian} and {Sergio Lucia} and {Radoslav Paulen} and {Sebastian Engell}}
}
@article{journals/scl/LuciaSLE20,
title = {Stability properties of multi-stage nonlinear model predictive control.},
year = {2020},
journal = {Syst. Control. Lett.},
author = {{Sergio Lucia} and {Sankaranarayanan Subramanian} and {Daniel Limón} and {Sebastian Engell}}
}
@article{journals/tcyb/KargL20,
title = {Efficient Representation and Approximation of Model Predictive Control Laws via Deep Learning.},
year = {2020},
journal = {IEEE Trans. Cybern.},
author = {{Benjamin Karg} and {Sergio Lucia}}
}
@inproceedings{conf/eucc/FiedlerL21,
title = {On the relationship between data-enabled predictive control and subspace predictive control.},
year = {2021},
booktitle = {ECC},
author = {{Felix Fiedler} and {Sergio Lucia}},
publisher = {IEEE},
booktitle = {2021 European Control Conference, ECC 2021, Virtual Event / Delft, The Netherlands, June 29 - July 2, 2021}
}
@inproceedings{conf/indin/XuKL21a,
title = {Open Set Recognition for Machinery Fault Diagnosis.},
year = {2021},
booktitle = {INDIN},
author = {{Jiawen Xu} and {Matthias Kovatsch} and {Sergio Lucia}},
publisher = {IEEE},
booktitle = {19th IEEE International Conference on Industrial Informatics, INDIN 2021, Palma de Mallorca, Spain, July 21-23, 2021}
}
@inproceedings{conf/middleware/BermbachLHW21,
title = {Towards grassroots peering at the edge.},
year = {2021},
booktitle = {M4IoT@Middleware},
author = {{David Bermbach} and {Sergio Lucia} and {Vlado Handziski} and {Adam Wolisz}},
publisher = {ACM},
booktitle = {M4IoT@Middleware 2021: Proceedings of the 8th International Workshop on Middleware and Applications for the Internet of Things, Virtual Event, Canada, December 6 - 10, 2021}
}
@article{journals/automatica/WanSLFB21,
title = {Polynomial chaos-based H2 output-feedback control of systems with probabilistic parametric uncertainties.},
year = {2021},
journal = {Autom.},
author = {{Yiming Wan} and {Dongying E. Shen} and {Sergio Lucia} and {Rolf Findeisen} and {Richard D. Braatz}}
}
@article{journals/cce/KargL21,
title = {Approximate moving horizon estimation and robust nonlinear model predictive control via deep learning.},
year = {2021},
journal = {Comput. Chem. Eng.},
author = {{Benjamin Karg} and {Sergio Lucia}}
}
@article{journals/corr/abs-2102-08626,
title = {A Polynomial Chaos Approach to Robust H∞ Static Output-Feedback Control with Bounded Truncation Error.},
year = {2021},
journal = {CoRR},
author = {{Yiming Wan} and {Dongying E. Shen} and {Sergio Lucia} and {Rolf Findeisen} and {Richard D. Braatz}}
}
@article{journals/corr/abs-2106-00944,
title = {Teaching MPC: Which Way to the Promised Land?},
year = {2021},
journal = {CoRR},
author = {{Timm Faulwasser} and {Sergio Lucia} and {Moritz Schulze Darup} and {Martin Mönnigmann}}
}
@article{journals/tii/LuciaNKSL21,
title = {Deep Learning-Based Model Predictive Control for Resonant Power Converters.},
year = {2021},
journal = {IEEE Trans. Ind. Informatics},
author = {{Sergio Lucia} and {Denis Navarro} and {Benjamin Karg} and {Hector Sarnago} and {Óscar Lucía}}
}
@inproceedings{conf/amcc/MesbahWSZLBP22,
title = {Fusion of Machine Learning and MPC under Uncertainty: What Advances Are on the Horizon?},
year = {2022},
booktitle = {ACC},
author = {{Ali Mesbah 002} and {Kim Peter Wabersich} and {Angela P. Schoellig} and {Melanie N. Zeilinger} and {Sergio Lucia} and {Thomas A. Badgwell} and {Joel A. Paulson}},
publisher = {IEEE},
booktitle = {American Control Conference, ACC 2022, Atlanta, GA, USA, June 8-10, 2022}
}
@inproceedings{conf/cdc/HeinleinSML22,
title = {Robust MPC approaches for monotone systems*.},
year = {2022},
booktitle = {CDC},
author = {{Moritz Heinlein} and {Sankaranarayanan Subramanian} and {Marco Molnar} and {Sergio Lucia}},
publisher = {IEEE},
booktitle = {61st IEEE Conference on Decision and Control, CDC 2022, Cancun, Mexico, December 6-9, 2022}
}
@inproceedings{conf/cdc/KargL22,
title = {Guaranteed safe control of systems with parametric uncertainties via neural network controllers.},
year = {2022},
booktitle = {CDC},
author = {{Benjamin Karg} and {Sergio Lucia}},
publisher = {IEEE},
booktitle = {61st IEEE Conference on Decision and Control, CDC 2022, Cancun, Mexico, December 6-9, 2022}
}
@inproceedings{conf/icca/FiedlerL22,
title = {Model predictive control with neural network system model and Bayesian last layer trust regions.},
year = {2022},
booktitle = {ICCA},
author = {{Felix Fiedler} and {Sergio Lucia}},
publisher = {IEEE},
booktitle = {17th IEEE International Conference on Control & Automation, ICCA 2022, Naples, Italy, June 27-30, 2022}
}
@inproceedings{conf/icinco/Braun0L22,
title = {Resilient Control of Interconnected Microgrids Under Attack by Robust Nonlinear MPC.},
year = {2022},
booktitle = {ICINCO},
author = {{Sarah Braun} and {Sebastian Albrecht 001} and {Sergio Lucia}},
publisher = {SCITEPRESS},
booktitle = {Proceedings of the 19th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2022, Lisbon, Portugal, July 14-16, 2022.}
}
@inproceedings{conf/icstcc/UtamaKML22,
title = {Explainable artificial intelligence for deep learning-based model predictive controllers.},
year = {2022},
booktitle = {ICSTCC},
author = {{Christian Utama} and {Benjamin Karg} and {Christian Meske} and {Sergio Lucia}},
publisher = {IEEE},
booktitle = {26th International Conference on System Theory, Control and Computing , ICSTCC 2022, Sinaia, Romania, October 19-21, 2022}
}
@article{journals/access/GuillenFSLL22,
title = {Deep Learning Implementation of Model Predictive Control for Multioutput Resonant Converters.},
year = {2022},
journal = {IEEE Access},
author = {{Pablo Guillén} and {Felix Fiedler} and {Héctor Sarnago} and {Sergio Lucia} and {Oscar Lucía}}
}
@article{journals/at/BraunAL22,
title = {Adaptively robust nonlinear model predictive control based on attack identification.},
year = {2022},
journal = {Autom.},
author = {{Sarah Braun} and {Sebastian Albrecht 001} and {Sergio Lucia}}
}
@article{journals/cce/PaulenLS22,
title = {Special issue in honor of Sebastian Engell.},
year = {2022},
journal = {Comput. Chem. Eng.},
author = {{Radoslav Paulen} and {Sergio Lucia} and {Guido Sand}}
}
@article{journals/corr/abs-2203-07211,
title = {Model predictive control and moving horizon estimation for adaptive optimal bolus feeding in high-throughput cultivation of E. coli.},
year = {2022},
journal = {CoRR},
author = {{Jong Woo Kim} and {Niels Krausch} and {Judit Aizpuru} and {Tilman Barz} and {Sergio Lucia} and {Peter Neubauer} and {Mariano Nicolás Cruz Bournazou}}
}
@article{journals/corr/abs-2204-09607,
title = {On the Practical Design of Tube-Enhanced Multi-Stage Nonlinear Model Predictive Control.},
year = {2022},
journal = {CoRR},
author = {{Sankaranarayanan Subramanian} and {Yehia Abdelsalam} and {Sergio Lucia} and {Sebastian Engell}}
}
@article{journals/csysl/SubramanianALE22,
title = {Robust Tube-Enhanced Multi-Stage NMPC With Stability Guarantees.},
year = {2022},
journal = {IEEE Control. Syst. Lett.},
author = {{Sankaranarayanan Subramanian} and {Yehia Abdelsalam} and {Sergio Lucia} and {Sebastian Engell}}
}
@article{journals/eceasst/DopmannFLT22,
title = {Towards Optimization-Based Predictive Congestion Control for the Tor Network.},
year = {2022},
journal = {Electron. Commun. Eur. Assoc. Softw. Sci. Technol.},
author = {{Christoph Döpmann} and {Felix Fiedler} and {Sergio Lucia} and {Florian Tschorsch}}
}
@article{journals/tac/BraunAL22,
title = {Attack Identification for Nonlinear Systems Based on Sparse Optimization.},
year = {2022},
journal = {IEEE Trans. Autom. Control.},
author = {{Sarah Braun} and {Sebastian Albrecht 001} and {Sergio Lucia}}
}
@article{journals/toit/DopmannFLT22,
title = {Optimization-Based Predictive Congestion Control for the Tor Network: Opportunities and Challenges.},
year = {2022},
month = {November},
journal = {ACM Trans. Internet Techn.},
author = {{Christoph Döpmann} and {Felix Fiedler} and {Sergio Lucia} and {Florian Tschorsch}}
}
@inproceedings{conf/codit/AdamekL23,
title = {Approximate Model Predictive Control Based on Neural Networks in a Cloud-Based Environment.},
year = {2023},
booktitle = {CoDIT},
author = {{Joshua Adamek} and {Sergio Lucia}},
publisher = {IEEE},
booktitle = {9th International Conference on Control, Decision and Information Technologies, CoDIT 2023, Rome, Italy, July 3-6, 2023}
}
@article{journals/access/FiedlerL23,
title = {Probabilistic Multi-Step Identification With Implicit State Estimation for Stochastic MPC.},
year = {2023},
journal = {IEEE Access},
author = {{Felix Fiedler} and {Sergio Lucia}}
}
@article{journals/access/FiedlerL23a,
title = {Improved Uncertainty Quantification for Neural Networks With Bayesian Last Layer.},
year = {2023},
journal = {IEEE Access},
author = {{Felix Fiedler} and {Sergio Lucia}}
}
@article{journals/tac/WanSLFB23,
title = {A Polynomial Chaos Approach to Robust Static Output-Feedback Control With Bounded Truncation Error.},
year = {2023},
journal = {IEEE Trans. Autom. Control.},
author = {{Yiming Wan} and {Dongying E. Shen} and {Sergio Lucia} and {Rolf Findeisen} and {Richard D. Braatz}}
}
@article{journals/arc/CastellettiFCSGWLOSM23,
title = {Model Predictive Control of water resources systems: A review and research agenda.},
year = {2023},
month = {January},
journal = {Annu. Rev. Control.},
author = {{Andrea Castelletti} and {Andrea Ficchì} and {Andrea Cominola} and {Pablo Segovia} and {Matteo Giuliani} and {Wenyan Wu 001} and {Sergio Lucia} and {Carlos Ocampo-Martinez} and {Bart De Schutter} and {José María Maestre 001}}
}
@article{journals/cce/KimKABLNB23,
title = {Model predictive control and moving horizon estimation for adaptive optimal bolus feeding in high-throughput cultivation of E. coli.},
year = {2023},
month = {April},
journal = {Comput. Chem. Eng.},
author = {{Jong Woo Kim} and {Niels Krausch} and {Judit Aizpuru} and {Tilman Barz} and {Sergio Lucia} and {Peter Neubauer} and {Mariano Nicolás Cruz Bournazou}}
}
@article{journals/sncs/BraunAL24,
title = {Resilient Model Predictive Control of Distributed Systems Under Attack Using Local Attack Identification.},
year = {2024},
month = {January},
journal = {SN Comput. Sci.},
author = {{Sarah Braun} and {Sebastian Albrecht 001} and {Sergio Lucia}}
}