I am a Postdoctoral Scientist at Technical University of Darmstadt at the Cyber-Physical Simulation Institute of Prof. Dr. rer. nat. Oliver Weeger. Previously, I was scientific collaborator at Technical University of Darmstadt at the Institute for Numerical Methods in Mechanical Engineering of Prof. Dr. rer. nat. Michael Schäfer and doctoral candidate at Graduate School of Computational Engineering. My dissertation Digital Twins for Autonomous Thermal Food Processing can be found online here.
Publications
M. Kannapinn, Digital Twins for Autonomous Thermal Food Processing. PhD thesis, Technische Universität Darmstadt, 2023 (pdf)
M. Kannapinn, M. K. Pham, and M. Schäfer, “Physics-based digital twins for autonomous thermal food processing: Efficient, non-intrusive reduced-order modeling,” Innovative Food Science and Emerging Technologies, 2022 (pdf, preprint, GitHub)
M. Kannapinn and M. Schäfer, “Autonomous cooking with digital twin methodology,” in 14th World Congress on Computational Mechanics (WCCM) and ECCOMAS Congress 2020 (F. Chinesta, R. Abgrall, O. Allix, and M. Kaliske, eds.), 2021 (pdf, preprint)
M. Kannapinn and M. Schäfer, “Endeavouring intelligent process self-control by employing digital twin methodology: Proof-of-concept study for cooking applications,” in CADFEM ANSYS Simulation Conference, 2019 (best paper award, pdf)
M. Kannapinn, “The digital twin for thermal fluid-structure interaction in the context of cooking modeling,” concept paper, Graduate School CE within the Centre for Computational Engineering at Technische Universität Darmstadt, 2018 (pdf)
M. Scheid, “Thermodynamische und strukturmechanische Untersuchungen von auf Kontakthitze basierenden Gartechnik-Komponenten mittels Finite-Element-Methoden und numerischer Strömungssimulation,” Master’s thesis, Technische Universität Darmstadt, 2017
T. Dally and K. Weinberg, “The phase-field approach as a tool for experimental validations in fracture mechanics,” Continuum Mechanics and Thermodynamics, vol. 29, no. 4, pp. 947–956, 2017 (contribution of simulations, pdf)
M. Rakowitsch and M. Scheid, Experimental modal analysis of an automotive drivetrain subframe. GRIN Verlag, 2016 (equal contributions of MR and MS, booklet)
S. Homes, M. Rakowitsch, and M. Scheid, Natural and forced convection simulations of a concentrating solar power receiver. GRIN Verlag, 2016 (equal contributions of SH, MR and MS, booklet)
M. Scheid, Finite-Elemente-Methode Berechnung der Rissausbreitung mittels Phasenfeldmethode. GRIN Verlag, 2014 (booklet)
Presentations and posters
M. Kannapinn, O. Weeger, and M. Schäfer, “A framework for automated, data-driven digital twin generation from multiphysical simulation models.” Presentation and poster at the COMSOL Conference, Munich, 2023
M. Kannapinn, O. Weeger, and M. Schäfer, “Data-driven derivation of digital twins from conjugate, multi-phase food processing models.” Presentation at the CM4P Conference, Porto, 2023
M. Kannapinn and M. Schäfer, “3D conjugate physics-based data-driven digital twins enable food processing autonomy.” Presentation at the 21st IUFoST World Food Congress, 2022
M. Kannapinn and M. Schäfer, “Parsimonious design of experiment to train data-driven neural network ODE reduced-order models.” Poster for the retreat of Graduate School CE, 2022 (pdf)
M. Kannapinn and M. Schäfer, “Faster than real-time predictions for online optimal control of food processing with digital twins.” Presentation at the 35th International EFFoST Conference, 2021
M. Kannapinn and M. Schäfer, “Autonomous cooking with digital twin methodology,” in 14th World Congress on Computational Mechanics (WCCM) and ECCOMAS Congress 2020 (F. Chinesta, R. Abgrall, O. Allix, and M. Kaliske, eds.), 2021 (video)
M. Kannapinn and M. Schäfer, “Endeavouring intelligent process self-control by employing digital twin methodology: Proof-of-concept study for cooking applications,” in CADFEM ANSYS Simulation Conference, 2019 (trailer)
Supervised theses
D. Dorer, “Echtzeit modellprädikative Regelung zur Realisierung autonomer Prozesse,” Master’s thesis, Technische Universität Darmstadt, 2022
M. K. Pham, “Untersuchung transienter reduzierter Modelle zur Realisierung digitaler Zwillinge thermodynamischer Probleme,” Master’s thesis, Technische Universität Darmstadt, 2022
J. Godinat, “Modélisation et étude thermomécanique d’un appareil de cuisson,” Master’s thesis, IPSA Paris, 2020