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Current Research Topics

The research areas of the group range from basic information theory to the study of stability and criticality of systems, to applications to physical, biological, and social systems.

Dynamics of Political Systems
Manifold of political regime types.
Photo: Paula Pirker Pirker-Diaz et al. 2024, arXiv:2411.11484

Dynamics of Political Systems

One of the most pressing and important questions of today is if democracy is in decline worldwide.

Information Theory and Foundations of the Learning Dynamics of Deep Neural Networks

Information Theory and Basics of Complexity Science

An information theoretic framework of deep learning to describe and understand the dynamics of learning.