no code implementations • 25 Nov 2023 • Clàudia Payrató-Borràs, Carlos Gracia-Lázaro, Laura Hernández, Yamir Moreno
In this paper, by using two empirical datasets together with a set of synthetic models, we propose a framework to characterize phenology on ecological networks and assess the effect of temporal variability.
no code implementations • 7 Dec 2022 • Marco Pangallo, Alberto Aleta, R. Maria del Rio Chanona, Anton Pichler, David Martín-Corral, Matteo Chinazzi, François Lafond, Marco Ajelli, Esteban Moro, Yamir Moreno, Alessandro Vespignani, J. Doyne Farmer
The potential tradeoff between health outcomes and economic impact has been a major challenge in the policy making process during the COVID-19 pandemic.
no code implementations • 2 Mar 2021 • C. T. Martínez-Martínez, J. A. Méndez-Bermúdez, Thomas Peron, Yamir Moreno
First, within a random matrix theory approach (i. e., a statistical approach), we identify a parameter $\xi\equiv\xi(n, m,\alpha)$ that scales the average normalized measures $\left< \overline{X} \right>$ (with $X$ representing $r$, $S$ and $R$).
Disordered Systems and Neural Networks Statistical Mechanics Physics and Society
no code implementations • 23 Feb 2021 • Guilherme Ferraz de Arruda, Lucas G. S. Jeub, Angélica S. Mata, Francisco A. Rodrigues, Yamir Moreno
Rumor and information spreading are natural processes that emerge from human-to-human interaction.
Physics and Society
no code implementations • 16 Nov 2020 • Alberto Aleta, Marta Tuninetti, Daniela Paolotti, Yamir Moreno, Michele Starnini
Our work paves the way for a deeper understanding of the role of different relational data in predicting new interactions and provides a new algorithm for link prediction in multiplex networks that can be applied to a plethora of systems.
no code implementations • 9 May 2020 • Marta Tuninetti, Alberto Aleta, Daniela Paolotti, Yamir Moreno, Michele Starnini
Link prediction algorithms can help to understand the structure and dynamics of scientific collaborations and the evolution of Science.
Physics and Society Digital Libraries
no code implementations • 28 Jan 2020 • Unai Alvarez-Rodriguez, Federico Battiston, Guilherme Ferraz de Arruda, Yamir Moreno, Matjaz Perc, Vito Latora
We live and cooperate in networks.
Physics and Society Social and Information Networks Populations and Evolution
1 code implementation • 6 May 2019 • Thomas Peron, Bruno Messias, Angélica S. Mata, Francisco A. Rodrigues, Yamir Moreno
Despite the great attention devoted to the study of phase oscillators on complex networks in the last two decades, it remains unclear whether scale-free networks exhibit a nonzero critical coupling strength for the onset of synchronization in the thermodynamic limit.
Statistical Mechanics Adaptation and Self-Organizing Systems Physics and Society