Marcel Zimmer

I received the B.Sc. and M.Sc. degrees in Physics from the University of Cologne, Cologne, Germany, in 2014 and 2018, and the B.Sc. degree in Mathematics from the same university in 2018.

Currently, he is PhD candidate with the institute for "Energy Systems Engineering (ICE-1)” of Forschungszentrum Jülich.

Selected Publications:

M. Zimmer, M. Milton, D. Cucak, T. Pesch, H. Ginn and A. Benigni, "Parameter Estimation of Power Electronic Converter by Affine Physics-Informed Gaussian Processes," in IEEE Transactions on Power Electronics, doi: 10.1109/TPEL.2026.3653861.

• M. Zimmer, D. Carta, T. Pesch, and A. Benigni, "Signal Recovery in Power Systems by Correlated Gaussian Processes," in IEEE Open Journal of the Industrial Electronics Society, vol. 5, pp. 692-703, 2024, doi: 10.1109/OJIES.2024.3423405.
• M. Zimmer et al., "Digital Twins for Building Pseudo-Measurements," in IEEE Transactions on Instrumentation and Measurement, vol. 74, pp. 1-10, 2025, Art no. 2504510, doi: 10.1109/TIM.2025.3527590.
• M. Wenzel, E. De Din, M. Zimmer and A. Benigni, "Gaussian Process Supported Stochastic MPC for Distribution Grids," in IEEE Open Journal of Control Systems, vol. 4, pp. 332-348, 2025, doi: 10.1109/OJCSYS.2025.3601836.