How does a network interact?

Many systems that govern our everyday lives—from communication networks to the human brain—can be seen as networks of interconnected units. Traditionally, networks are equated with graphs where edges give pairwise relations between two units. However, in network dynamical systems, nonlinear higher-order interactions between more than two units often play a critical role in shaping the collective dynamical behaviour of all units: For example, the spread of a disease depends not only on our behaviour as pairs of individuals but also how we behave in groups of more than two. Thus, elucidating the role of these higher-order interactions is critical to understand and control the dynamics of complex systems that determine our lives and livelihoods, whether it is the spreading of a disease or the proper functioning of the human brain as a network of billions of neurons.

Higher-order network interactions are the focus of BeyondTheEdge

The consortium brings together key researchers in an international network that is interdisciplinary (from mathematics to neuroscience) and intersectorial (including academia, private research institutes, and industry) to develop new mathematical insights relevant for real-world problems. BeyondTheEdge will train a cohort of 10 PhD students through research, education, and complementary skills training. This will enable the PhD students to innovate, collaborate, and become leading professionals in academia, industry, or the public sector.

Our network

These partners make up the BeyondTheEdge network:

Coordinator

Vrije Universiteit Amsterdam

Beneficiaries

Aix Marseille Université
CENTAI Institute SPA
HUN-REN Alfréd Rényi Institute of Mathematics
Kadir Has Universitesi
Technische Universität München
Universidad de Zaragoza
Universidade do Porto
Universita degli Studi di Napoli Federico II

Associated partners

Amsterdam UMC - VUmc
BT Wireless
CWTS B.V.
Eötvös Loránd University
Politecnico di Torino
Rheinisch–Westfälische Technische Hochschule Aachen
Universidade de Sao Paulo
Universiteit van Amsterdam
University of California, Davis

External Advisory Board

BeyondTheEdge is suppored by advice from international experts:

Peter Ashwin (University of Exeter, UK)
Federico Battiston (Central European University, AT)
Ginestra Bianconi (Queen Mary, University of London, UK)
Marjeta Kramar Fijavž (University of Ljubljana, SI)
Heather Harrington (University of Oxford, UK)
Peter Mucha (Dartmouth College, US)
Arkady Pikovsky (University of Potsdam, DE)
Lai-Sang Young (New York University, US)

Consortium Researchers

Research focus

The research of BeyondTheEdge will focus on three themes:

Foundations

Fundamental theory of network dynamical systems.

Structure

Combinatorial structures that capture network interactions.

Data

Data from networked systems from (group) relations to time series.

Our story

The Marie Skłodowska-Curie Doctoral Network "BeyondTheEdge: Higher-Order Networks and Dynamics" started on January 1, 2024 and is coordinated byChristian Bick at the Department of Mathematics of the Vrije Universiteit Amsterdam. The network brings together key researchers from 18 partners from 10 countries across Europe and beyond.

Interdisciplinary research and capacity building

This international network is interdisciplinary (from mathematics to neuroscience) and includes partners from academia, private research institutes, and industry to train a cohort of 10 PhD students. Innovative research and training activities will ensure that all PhD students can apply their skills beyond the academic context and put them in perspective of the wider world. Recruitment of the PhD students across the network started early 2024.