Publications

Wolff, T. M.; Menzel, M.; Dietrich, J. W. & Müller, M. A. (2025): Modeling and Predictive Control for the Treatment of Hyperthyroidism,  Accepted for Mathmod 2025
arXiv: 2212.10096

Wolff, T. M.; Lopez, V. G. & Müller, M. A. (2024): Gaussian Process-Based Nonlinear Moving Horizon Estimation,  submitted
arXiv: 2402.04665

Wolff, T. M.; Menzel, M.; Dietrich, J. W. & Müller, M. A. (2022): Treating Hyperthyroidism: Model Predictive Control for the Prescription of Antithyroid Agents,  submitted
arXiv: 2212.10096

Wolff, T. M.; Veil, C.; Dietrich, J. W. & Müller, M. A. (2022): Mathematical Modeling and Simulation of Thyroid Homeostasis: Implications for the Allan-Herndon-Dudley Syndrome,  Frontiers in Endocrinology, Vol. 13, No. 882788
DOI: 10.3389/fendo.2022.882788

Wolff, T.; Dietrich, J. W. & Müller, M. A. (2022): Optimal hormone replacement therapy in hypothyroidism - a model predictive control approach,  Frontiers in Endocrinology, 13: 884018
DOI: 10.3389/fendo.2022.884018

Wolff, T.; Lopez, V. G. & Müller, M. A. (2022): Robust Data-Driven Moving Horizon Estimation for Linear Discrete-Time Systems,  submitted
arXiv: 2210.09017

Wolff, T. M.; Lopez, V. G. & Müller, M. A. (2025): Gaussian Processes with Noisy Regression Inputs for Dynamical Systems,  submitted
arXiv: 2408.08834

Menzel, M.; Wolff, T. M.; Dietrich, J. W. & Müller, M. A. (2023): Model predictive control for the prescription of antithyroid agents,  Proceedings on Automation in Medical Engineering More info
arXiv: 2307.16690

Wolff, T. M. & Lopez, V. G. & Müller, M. A. (2023): Robust Stability of Gaussian Process Based Moving Horizon Estimation,  2023 IEEE 62nd Conference on Decision and Control (CDC), pp. 4087-4093
DOI: 10.1109/CDC49753.2023.10383304
arXiv: 2304.06530

Wolff, T. M.; Lopez, V. G. & Müller, M. A. (2022): Data-Based Moving Horizon Estimation for Linear Discrete-Time Systems,  2022 European Control Conference (ECC), pp. 1778-1783
DOI: 10.23919/ecc55457.2022.9838331
arXiv: 2111.04979