Historically the fields of Theoretical Physics and Mathematics have benefittedenormously from the mutual exchange of ideas and methods. Insights fromquantum field theory and string theory gave rise to entire new fields in mathematics, while mathematical advances in...

More information will be shared in autumn 2026. Mini-courses by: Eva Miranda (Universitat Politècnica de Catalunya, ICREA Academia): contact geometry and fluid mechanics Ingo Runkel (University of Hamburg): TQFTs with defects Yilin Wang (ETH Zurich): 3d hyperbolic...

The workshop brings together researchers in stochastic analysis and related fields to exchange ideas and present recent developments. It will provide a platform for participants learning from each other, discussing new models and methods, and exploring emerging...

Deep neural networks, and in particular transformer architectures, have become a cornerstone of modern machine learning, driving unprecedented advances in Artificial Intelligence (AI). Yet the mechanisms by which these models learn and process information through...

The SwissMAP Research Station 2026 program is out!

Originating in classical mechanics, Hamiltonian geometry is currently an active and flourishing area of symplectic geometry with many connections to other fields, both within and outside mathematics. Loosely speaking, the main objects of study are spaces on which the...

Complex networks naturally arise in contexts as diverse as data science, ecology, engineering, and sociology. They concern a significant portion of the scientific community and society, especially when modeling various aspects of reality. From a mathematical...