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Publications

  1. 2023

  2. Published

    A moving horizon state and parameter estimation scheme with guaranteed robust convergence

    Schiller, J. D. & Müller, M. A., 2023, In: IFAC-PapersOnLine. 56, 2, p. 6759-6764 6 p.

    Research output: Contribution to journalArticleResearchpeer review

  3. Published

    An Efficient Off-Policy Reinforcement Learning Algorithm for the Continuous-Time LQR Problem

    Lopez, V. G. & Müller, M. A., 2023, 2023 62nd IEEE Conference on Decision and Control, CDC 2023. Institute of Electrical and Electronics Engineers Inc., p. 13-19 7 p. (Proceedings of the IEEE Conference on Decision and Control).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  4. Published

    Data-driven Nonlinear Predictive Control for Feedback Linearizable Systems

    Alsalti, M. S. A., Lopez Mejia, V. G., Berberich, J., Allgöwer, F. & Müller, M. A., 2023, In: IFAC-PapersOnLine. 56, 2, p. 617-624 8 p.

    Research output: Contribution to journalConference articleResearchpeer review

  5. Published

    Distributed Model Predictive Control for Periodic Cooperation of Multi-Agent Systems

    Köhler, M., Müller, M. A. & Allgöwer, F., 2023, In: IFAC-PapersOnLine. 56, 2, p. 3158-3163 6 p.

    Research output: Contribution to journalConference articleResearchpeer review

  6. Published

    Online convex optimization for constrained control of linear systems using a reference governor

    Nonhoff, M., Köhler, J. & Müller, M. A., 2023, In: IFAC-PapersOnLine. 56, 2, p. 2570-2575 6 p.

    Research output: Contribution to journalConference articleResearchpeer review

  7. Published

    Robust model predictive control for linear sampled-data systems with irregular sampling times

    Buschermöhle, P., Lilge, T. & Müller, M. A., 2023, In: IFAC-PapersOnLine. 56, 2, p. 9399-9404 6 p.

    Research output: Contribution to journalArticleResearchpeer review

  8. Published

    Robust peak-to-peak gain analysis using integral quadratic constraints

    Schwenkel, L., Köhler, J., Müller, M. A. & Allgöwer, F., 2023, In: IFAC-PapersOnLine. 56, 2, p. 11564-11569 6 p.

    Research output: Contribution to journalConference articleResearchpeer review

  9. Published

    Robust Stability of Gaussian Process Based Moving Horizon Estimation

    Wolff, T. M., Lopez, V. G. & Müller, M. A., 2023, 2023 62nd IEEE Conference on Decision and Control, CDC 2023. Institute of Electrical and Electronics Engineers Inc., p. 4087-4093 7 p. (Proceedings of the IEEE Conference on Decision and Control).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  10. 2022

  11. Published

    Mathematical modeling and simulation of thyroid homeostasis: Implications for the Allan-Herndon-Dudley syndrome

    Wolff, T. M., Veil, C., Dietrich, J. W. & Müller, M. A., 8 Dec 2022, In: Frontiers in Endocrinology. 13, 12 p., 882788.

    Research output: Contribution to journalArticleResearchpeer review

  12. E-pub ahead of print

    A novel constraint-tightening approach for robust data-driven predictive control

    Klöppelt, C., Berberich, J., Allgöwer, F. & Müller, M. A., 10 May 2025, In: International Journal of Robust and Nonlinear Control. 35, 7, p. 2566-2587 22 p.

    Research output: Contribution to journalArticleResearchpeer review

  13. Published

    Multiobjective strict dissipativity via a weighted sum approach

    Grüne, L., Krügel, L. & Müller, M. A., Dec 2022, In: Systems and Control Letters. 170, 105396.

    Research output: Contribution to journalArticleResearchpeer review

  14. Published

    Model predictive control for retinal laser treatment at 1 kHz

    Schaller, M., Kleyman, V., Mordmüller, M., Schmidt, C., Wilson, M., Brinkmann, R., Müller, M. A. & Worthmann, K., 25 Nov 2022, In: At-Automatisierungstechnik. 70, 11, p. 992-1002 11 p.

    Research output: Contribution to journalArticleResearchpeer review

  15. Published

    Parameter estimation and model reduction for model predictive control in retinal laser treatment

    Schaller, M., Wilson, M., Kleyman, V., Mordmüller, M., Brinkmann, R., Müller, M. A. & Worthmann, K., Nov 2022, In: Control engineering practice. 128, 105320.

    Research output: Contribution to journalArticleResearchpeer review

  16. Published

    Online Convex Optimization for Data-Driven Control of Dynamical Systems

    Nonhoff, M. & Müller, M. A., 19 Aug 2022, In: IEEE Open Journal of Control Systems. 1, p. 180-193 14 p.

    Research output: Contribution to journalArticleResearchpeer review

  17. Published

    A simple suboptimal moving horizon estimation scheme with guaranteed robust stability

    Schiller, J. D., Wu, B. & Muller, M. A., 24 Jun 2022, In: IEEE Control Systems Letters. 7, p. 19 - 24 6 p.

    Research output: Contribution to journalArticleResearchpeer review

  18. Published

    Optimal Hormone Replacement Therapy in Hypothyroidism: A Model Predictive Control Approach

    Wolff, T. M., Dietrich, J. W. & Müller, M. A., 24 Jun 2022, In: Frontiers in Endocrinology. 13, 13 p., 884018.

    Research output: Contribution to journalArticleResearchpeer review

  19. Published

    Approximate dissipativity of cost-interconnected systems in distributed economic MPC

    Kohler, P. N., Muller, M. A. & Allgower, F., 6 May 2022, In: IEEE Transactions on Automatic Control. 68, 4, p. 2170-2182 13 p.

    Research output: Contribution to journalArticleResearchpeer review

  20. Published

    Guaranteed closed-loop learning in Model Predictive Control

    Soloperto, R., Muller, M. A. & Allgower, F., 5 May 2022, In: IEEE Transactions on Automatic Control. 68, 2, p. 991-1006 16 p.

    Research output: Contribution to journalArticleResearchpeer review

  21. Published

    Model predictive control for linear uncertain systems using integral quadratic constraints

    Schwenkel, L., Köhler, J., Muller, M. A. & Allgower, F., 29 Apr 2022, In: IEEE Transactions on Automatic Control. 68, 1, p. 355-368 14 p.

    Research output: Contribution to journalArticleResearchpeer review

  22. Published

    Linear tracking MPC for nonlinear systems Part I: The model-based case

    Berberich, J., Koehler, J., Muller, M. A. & Allgower, F., 12 Apr 2022, In: IEEE Transactions on Automatic Control. 67, 9, p. 4390-4405 16 p.

    Research output: Contribution to journalArticleResearchpeer review