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8 Publications
2024 | Dissertation | LibreCat-ID: 58164 | 
Junker, Annika. Datengetriebene Modellbildung für nichtlineare mechatronische Systeme in regelungstechnisch verwertbarer Form. Heinz Nixdorf Institut, 2024, doi:10.17619/UNIPB/1-2158.
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2024 | Journal Article | LibreCat-ID: 57893 |
Junker, Annika, et al. “Adaptive Data‐Driven Models in Port‐Hamiltonian Form for Control Design.” PAMM, vol. 25, no. 1, Wiley, 2024, doi:10.1002/pamm.202400154.
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2024 | Journal Article | LibreCat-ID: 59051
Götte, Ricarda-Samantha, and Julia Timmermann. “Online Learning With Joint State and Model Estimation.” PAMM, vol. 25, no. 1, Wiley, 2024, doi:10.1002/pamm.202400080.
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2023 | Conference Paper | LibreCat-ID: 42238 |
Junker, Annika, et al. “Autonomous Golf Putting with Data-Driven and Physics-Based Methods.” 2022 Sixth IEEE International Conference on Robotic Computing (IRC), IEEE, 2023, doi:10.1109/irc55401.2022.00031.
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2023 | Journal Article | LibreCat-ID: 50070 |
Junker, Annika, et al. “Adaptive Koopman-Based Models for Holistic Controller and Observer Design.” IFAC-PapersOnLine, vol. 56, no. 3, Elsevier BV, 2023, pp. 625–30, doi:10.1016/j.ifacol.2023.12.094.
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2022 | Conference Paper | LibreCat-ID: 26389 |
Junker, Annika, et al. “Data-Driven Models for Control Engineering Applications Using the Koopman Operator.” 2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC 2022), 2022, pp. 1–9, doi:10.1109/AIRC56195.2022.9836980.
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2022 | Journal Article | LibreCat-ID: 50071 |
Junker, Annika, et al. “Learning Data-Driven PCHD Models for Control Engineering Applications*.” IFAC-PapersOnLine, vol. 55, no. 12, Elsevier BV, 2022, pp. 389–94, doi:10.1016/j.ifacol.2022.07.343.
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2022 | Conference Paper | LibreCat-ID: 34011 |
Junker, Annika, et al. “Autonomes Putten Mittels Datengetriebener Und Physikbasierter Methoden.” Proceedings - 32. Workshop Computational Intelligence: Berlin, 1. - 2. Dezember 2022, 2022, pp. 119–24, doi:10.5445/KSP/1000151141.
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