Contact
Universitätsstraße 32
70569 Stuttgart
Deutschland
Room: 211
Office Hours
Upon consultation
Subject
- Statistical-physical model systems
- Non-equilibrium many-body dynamics
- Monte Carlo methods
- Machine learning: self-supervised and generative methods, spatio-temporal prediction
- Interpretation of machine learning with physics
- Physics-based machine learning
- Combinations of machine learning and many-body simulations
- Since 04/2022: Independent Junior Research Group Leader at the Cluster of Excellence SimTech, University of Stuttgart
- 2021–2022: Early Career Group Leader at the Machine Learning Cluster of Excellence, Eberhard Karl University of Tübingen
- 2021–present: Associated faculty of IMPRS-IS (Tübingen/Stuttgart)
- 2021: Dr. rer. nat. in Physics from Eberhard Karl University of Tübingen, Thesis: "Hard Rods on Lattices between Two and Three Dimensions: Nonequilibrium, Equilibrium, and Machine Learning"
- 2014–2020: Doctoral researcher in the group of Prof. Dr. Martin Oettel, Institute for Applied Physics, University of Tübingen
- 2014: M.Sc. in Physics, Eberhard Karl University of Tübingen
- 2009–2015: R&D scientist/engineer in medical devices (opthamology), Germany
- 2009: B.Sc. in Physics, Humboldt University of Berlin
Twitter: @miriamklk