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1. BCI
2. Studies
3. Study programmes
4. Biopharmaceutical Engineering
Process System Engineering Requirements

further qualifications. For the evaluation bachelor courses dealing with process control systems, logics, simulation, mathematical models etc. will be weighted more than others. We will not be able to give [...] Proof of financial resources As an international student, you need a proof of sufficient funds. Learn about this specific document required for your visa application , the required level of financial …
1. Fakultät Statistik
2. Research
3. Publications
PhD Theses and Habilitations

PhD Theses and Habilitations at the Department of Statistics Previous tab Next tab PhD Theses Habilitations PhD Theses Honorary Doctorates 2016: Manfred Deistler (Krämer) 2007: Frank Hampel (Gather) 2025 [...] n for Patient Risk Assessment (Ickstadt) Nourah Buhamra: Classic Statistical and Modern Machine Learning Methods for Modeling and Predictin of Major Tennis Tournaments (Groll) Dayasri Ravi: Non-Linear [...] ity in clinical dose-finding trials (Ickstadt) Daniel Horn: Multi-objective analysis of machine learning algorithms using model-based optimization techniques (Weihs) Sermad Abbas: Robust and non-parametric …
1. BCI
2. Studies
3. Study programmes
4. Process Systems Engineering
Process System Engineering

further qualifications. For the evaluation bachelor courses dealing with process control systems, logics, simulation, mathematical models etc. will be weighted more than others. We will not be able to give [...] Proof of financial resources As an international student, you need a proof of sufficient funds. Learn about this specific document required for your visa application , the required level of financial …
1. CEI
2. Teaching
Theses

Dauer, MA, supervised by Aaron Larisch und Arne Moos: Kick Optimization using Deep Reinforcement Learning on the NAO Robot Jan Hensler, BA, supervised by Aaron Larisch und Arne Moos: Elfmeterkreuzerkennung [...] Convolutional Neural Networks 2021 Paul Hagemeyer, MA, supervised by Arne Moos: Deep Reinforcement Learning for ZMP-Controlled Robust and Agile Biped Locomotion Mike Josef Heinemann, BA, supervised by Ingmar [...] Entwicklung einer Fuzzy-Regelung zur Endlagendämpfung eines Hydraulikbaggers auf einem Programmable Logic Controller Nadja Barbara Figueroa Fernandez, MA, supervised by Oliver Urbann: 3D Registration for …
1. IPL
2. Research
Publications

optimization algorithms and machine learning,” Advances in Radio Science, vol. 21, 2024. J. Krummenauer, A. Schuler, A. Ghaly und J. Götze, "Evaluating Deep Reinforcement Learning for Macromodel Synthesis," 2024 [...] Publications 2025 N. Ghafarian Shoaee, B. Hua, W. John, R. Brüning und J. Götze, “Reinforcement Learning-Assisted Optimization of Power Plane and Placement of Decoupling Capacitors in Power Delivery Networks [...] 2025, pp. 52-55. J. Withöft, W. John, E. Ecik, J. Wastian, R. Brüning und J. Götze, “A Machine Learning Modeling and Optimization Framework for Signal Integrity Design Support,”2025 Asia-Pacific International …
1. AO
2. Research
Publications - Heisenberg-Professorship

Wilkesmann, M.; Hast, K.; Bassyiouny, M. & Becker, J. (2025). Academic hybrid work. Institutional logics and creative assemblies in German universities. Higher Education. Advance online publication. doi [...] 0002 2022 Ehlen, R., Ruiner, C., Wilkesmann, M., Schulz, L. & Apitzsch, B. (2022). When multiple logics initiate a butterfly effect: the case of locum tenens physicians in Germany. Journal of Professions [...] – Das Magazin für Führungskräfte , 8 , 28–30. 2005 Bönninghausen, M. & Wilkesmann, U. (2005). E-Learning meets Wissensmanagement. DIE Zeitschrift für Erwachsenenbildung , 2 . …
1. Department of Statistics
2. Department
3. Professors emeritus
4. Prof. Dr. Dr. h.c. Ursula Gather
Publications

Imhoff, M., Gather, U. (2008) "Machine Learning Techniques in Intensive Care Monitoring", in: Proceedings of the 25th International Conference on Machine Learning (ICML 2008) , Helsinki, Finland, 05.-09 [...] Schettlinger, K., Fried, R.. (2008), "Applying the Qn Estimator Online", in Data Analysis, Machine Learning and Applications , Springer, Berlin/Heidelberg, 277-284. Schettlinger, K., Gelper, S., Gather, U [...] Detection in Time Series", Computational Statistics and Data Analysis, Special Issue on Machine Learning and Robust Data Mining , 52, 221-233. (earlier version: Technical Report 48/2006, SFB 475, University …
1. CNI
2. News: 11/10/2021
PhD on Machine-learning techniques for Car-to-Cloud Communications successfully completed

a new innovative methodology. Hereby, the combination of deterministic and probabilistic machine learning methods does not only result in a close to reality representation of concrete real-world evaluation [...] achieves a massive computational efficiency that is suitable for in-depth training of the reinforcement learning schemes. As pointed out in a comprehensive real-world performance evaluation of the novel opportunistic …
1. CMT
2. Kierfeld Group
3. Research
Publications of the Kierfeld Group at TU Dortmund

Information . Enhancing Robustness, Precision and Speed of Traction Force Microscopy with Machine Learning F.S. Kratz, L. Möllerherm and J. Kierfeld, Biophys. J. 122, 3489 (2023). doi Supporting Material [...] Kierfeld and T.H.R. Niepa, Acta Biomater. 118 , 129-140 (2020). doi Pendant Drop Tensiometry: A Machine Learning Approach F.S. Kratz and J. Kierfeld, J. Chem. Phys. 153 , 094102 (2020). doi Chaining of hard disks [...] Kierfeld, Habilitation, Universität Potsdam, Germany (2006). ( Populärwissenschaftlicher Abstract ) PhD thesis: Topological Order and Glassy Properties of Flux Line Lattices in Disordered Superconductors …
1. Anglistik und Amerikanistik / English and American Studies
2. Sections
3. American Studies
4. Faculty & Staff
Sascha Pöhlmann - ISLK

Literature and Culture." Teacher training, Amerikahaus Munich, February 2020. "Video Games: Learning to Play, Playing to Learn." Teacher training, Amerikahaus Munich, January 2020. "Studying Video Games: Culture [...] November 2019. "60 Jahre Naked Lunch ." Deutschlandfunk Kultur. August 2019. "Video Games: Learning to Play, Playing to Learn." Teacher training, Amerikahaus Munich, March 2019. "Populism in US Literature and [...] cultures, American music, unpopular culture, and video games and American Studies. (Follow this link to learn more about these publications and download options.) I published essays on contemporary fiction and …