Hi, my name is Timothy!
I am a Ph.D. student at the Max Planck ETH Center for Learning Systems (CLS), which means my studies are shared between ETH Zürich and the Max Planck Institute for Intelligent Systems in Tübingen. My supervisors are Bernhard Schölkopf (in Tübingen) and Sascha Quanz (in Zürich).
Before I began my Ph.D. in September 2018, I studied physics at the Karlsruhe Institute of Technology, earning both a Bachelor's and a Master's degree with distinction. During my studies, I was generously supported by the Studienstiftung des deutschen Volkes.
In my research, I am interested in studying the potential of machine learning as a driving force for scientific discovery, especially in astrophysics. Most of my recent and current work revolves around the detection and characterization of extrasolar planets, with a clear focus on method development. One aspect that is of particular interest to me is the role of scientific domain knowledge and how we can combine it with machine learning techniques to build better models and get the most out of our data.
Other academic interests
Besides my core research, I am also passionate about reproducibility in science. For instance, I am a strong advocate for making research code publicly available. Maybe as a consequence of this, I always try to keep educating myself about best practices of software development :-)
Finally, I also have a great interest in science communication and public outreach. I truly enjoy giving talks about my work, both for scientific and non-scientific audiences, and I have already successfully presented my research in multiple science slams.