HIntNets: Higher-order interactions and Laplacian dynamics in complex networks: structure, dynamics and control
Marie Skłodowska-Curie Individual Fellowships
(MSCA-IF-GF - Global Fellowships, Project ID: 702410)
This page will collect all information about the project “HIntNets”.
Complex networks are an essential ingredient of modern life, and underpin integral parts of our biological, physical, technological and socio-economic universe. Thus far, such networks have been mainly represented as graphs. However, while graphs can capture pairwise interactions between nodes, fundamental interactions in networks often take place between multiple nodes. For example, in socio-economic networks, the joint coordinated activity of several agents (e.g., buyer, seller, broker); the formation and interactions of coalitions; the emergence of peer pressure; and the existence of triadic closure are all prevalent.
To investigate such group interactions in complex networks and their dynamical implications is the main objective of this interdisciplinary project. Specifically, we will investigate how such interactions can be taken into account for modelling, analysis and design of complex networks, and will investigate generalized network models. While in some cases data about group interactions is readily available, in many cases the groupings or even the network of interactions might be unknown. We will thus further investigate techniques to infer (generalized) networks and group structures from available interaction data.
The overarching goal of this research is to elucidate relations between structure, dynamics and function in complex systems.
Presentations and Communication
Research related to the present project was presented at the following places / events.
- Université catholique de Louvain, Applied Mathematics Seminar / ICTEAM, Belgium, November 2017
- University of Oxford, SysSoS group seminar, United Kingdom, November 2017
- Imperial College London, Biomathematics Seminar, United Kingdom, November 2017
- Complenet 2018, Boston, MA, March 2018
- Netsci 2018, Paris, France, June 2018
- St. Ursula Gymnasium Bruehl, Outreach Talk, Germany, November 2017
- MIT Spark Programme, Cambridge, MA, March 2018
June 12, 2018, Workshop on Higher-Order Models in Network Science (part of Netsci 2018).
Institute for Data, Systems, and Society
Massachusetts Institute of Technology
77 Massachusetts Avenue,
Cambridge, MA, 02139
Department of Engineering Science
University of Oxford
Oxford, OX1 3PJ