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 systems biology. Currently, I am focusing on network modelling for drug-target interactions and disease map networks. A project example of this topic is the dynamics analysis of Boolean networks for non-alcoholic-fatty-liver disease and computationally determining best drug candidates to specific diseases.

Furthermore, I am also interested in machine learning models. Hybrid models using methods from dynamical systems theory in combination with supervised machine learning models show promising results when compared with unsupervised models. However, this field of research will require intensive research in the future.

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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