Dr. Caterina De Bacco

MPI für Intelligente Systeme

A physics perspective on inference and optimization on networks

Large interacting systems, where individual entities interact in complex ways, can be found in a wide spectrum of domains ranging from particle physics to social sciences. By combining modeling approaches inspired by physics with qualitative insights provided by domain experts from different disciplines one can develop powerful frameworks for understanding their microscopic and macroscopic properties.