SBI – Department of Systems Biology and Bioinformatics
Faculty of Computer Science and Electrical Engineering
University of Rostock
Ulmenstrasse 69 | 18057 Rostock
Germany
+49 381 498-7571
olaf.wolkenhauer@uni-rostock.de

Orell Trautmann

Research interest

My field of research is mainly related to the inspiring world of network theory. Currently, I am focusing on network-based methods for drug predictions. However since the techniques from network theory are so broadly applicable, I am also researching in network analysis outside of the biological context.

Furthermore, I am also interested in deep and machine learning models. My focus here lies on their intersection with networks or graphs, e.g. graph convolution neural networks or network embedding learning. I am especially interested in the construction of good network representations for down stream tasks such as link prediction or node classification for general networks (Multiplex networks, Multilayer networks or hypergraphs).

Education and Work Experience

2023 – Today	Research and teaching assistant at the Department for Systems Biology and Bioinformatics University of Rostock, Germany
2022 – 2023	Master 2 studies in Mathematics Focus: stochastic calculus, Markov processes and machine learning Sorbonne University Paris, France
2019 – 2022	M. Sc. Mathematics Focus: partial differential equations and optimal control theory Technical University Berlin, Germany
2018	Student Assistant Fraunhofer IGP: Modelling with measurement data Rostock, Germany
2014 – 2019	B. Sc. Mathematics Focus: functional analysis, with a minor in theoretical physics University of Rostock, Germany
2012 – 2014	International Baccalaureate (Bilingual Diploma English / German) Higher Levels: Mathematics, Physics and Chemistry International School of Berne, Switzerland

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