Prof. Dr. Karoline Wiesner

Karoline Wiesner Portrait
Professor of Complexity Science
University of Potsdam
Institute of Physics and Astronomy

Karl-Liebknecht-Str. 24-25
14476 Potsdam-Golm

karoline.wiesner@uni-potsdam.de

+49 (0) 331 977 1626

 

Research Focus

Physics of Deep Learning: Information geometry of deep neural networks, Statistical physics of deep learning, Model hierarchies for data driven applications

Complex Social Systems: Physics-driven modeling, Dynamics of political systems

Theory of Complex Systems: Foundations, Information theory and applications

Projects

Learning non-parametric Earth system models across scales using phase-transition dynamics of regularised deep neural networks
— Principal Investigator, Contact person
Characterisation of Exoplanet Atmospheres with Physics-Informed Neural Networks
— PhD Students and Postdocs
Subgrid-scale modelling of magnetized neutron star mergers and possible implications for multimessenger astronomy
— PhD Students and Postdocs