M. Ángeles Serrano

M. Ángeles Serrano

Universitat de Barcelona

Experimental Sciences & Mathematics

M. Ángeles Serrano is an ICREA Research Professor in the Dept. of Condensed Matter Physics at the University of Barcelona, UB. She holds a Ph.D. in theoretical physics from UB and a master's in mathematics for finance from the Centre de Recerca Matemàtica, CRM. After four years in consulting and finance, she returned to academia in 2004 to study complex networks. She was a postdoctoral researcher at IU (USA), EPFL (Switzerland), and the IFISC Institute (Spain) until 2009, when she was awarded a Ramón y Cajal Fellowship. M. Ángeles is a Fellow of the APS and the Network Science Society. She has received the APS Outstanding Referee Award and a James McDonnell Foundation Scholar Award for the Study of Complex Systems. She serves on the Board of the Statistical and Nonlinear Physics Division of the EPS and is on the Editorial Board of the APS journal Physical Review Research. She is a founding member of Complexitat and a founding promoter member of the UB Institute of Complex Systems.

Research interests

Complex systems -e.g., the human brain, the Internet, molecular networks in the cell, international trade, and many more- are ubiquitous and around us. All of them, regardless of their origin, talk a common language that we are starting to understand. A major challenge for a better comprehension of the relation between their structure and function is the characterization of their multiscale nature in space and time. At the Mapping Complexity Lab, we are using networks to model and predict the evolution and adaptation capabilities of complex systems. We produce models and maps in a latent hyperbolic geometry where distances measure the likelihood of interactions and reveal their multiscale nature, nested architecture, dimensionality, and hidden symmetries. Our applications cover a wide variety of real systems, from biological to economic and socio-technological, and AI systems, that we characterize using massive data.

Selected publications

- Allard A, Serrano MA & Boguñá M 2024, 'Geometric description of clustering in directed networks', Nature Physics, 20, 150-156.
- Barjuan L, Soriano J & Serrano MA 2024, 'Optimal navigability of weighted human brain connectomes in physical space', NeuroImage, 297, 120703.
- Jankowski R, Hozhabrierdi P, Boguñá M & Serrano MA 2024, 'Feature-aware ultra-low dimensional reduction of real networks', npj Complexity, 1, 13.
- Zheng MH, Garcia-Perez G, Boguna M, Serrano MA 2024, 'Geometric renormalization of weighted networks', Communications Physics, 7, 97.
- van der Kolk J, Boguñá M & Serrano MA 2024, 'Renormalization of networks with weak geometric coupling', Physical Review E, 110, L032302.
- van der Kolk J, Serrano MA & Boguñá M 2024, 'Random graphs and real networks with weak geometric coupling', Physical Review Research, 6, 013337.

Selected research activities

  • Elected Fellow of the American Physical Society
  • Elected Fellow of the Network Science Society
  • Invited Speaker at the DIEP Seminars, Renormalization of Complex Networks in Latent Space, Amsterda , the Netherlands
  • Invited Speaker at the Complexity of Life COLIBRI Conference, Multiscale Self-similarity of the Human Brain Connectome, Graz, Austria.
  • Invited Speaker at the Complexity 72h Workshop, Madrid, Spain.
  • Invited Tutorial at the Lake Como Shool of Advanced Studies, Introduction to Complex Networks & Network Geometry, Como, Italy.
  • Member of the Board of the European Physical Society, Statistical and Nonlinear Physics Division
  • Member of the Editorial Board of the APS Physical Review Research journal.
  • Member of the Internal Scientific Board of the University of Barcelona Institute of Complex Systems UBICS.
  • Publication in online press: ¿Qué es un sistema complejo?, published in El País, section Las Científicas Responden, dated Jun 5 2024.