Spreading processes on multilayer networks

• Grant number: 15/07463-1
• Support Opportunities: Scholarships abroad - Research Internship - Doctorate
• Start date: July 04, 2015
• End date: July 03, 2016
• Field of knowledge: Physical Sciences and Mathematics - Physics - General Physics
• Principal Investigator: Francisco Aparecido Rodrigues
• Grantee: Guilherme Ferraz de Arruda
• Supervisor: Yamir Moreno Vega
• Host Institution: Instituto de Ciências Matemáticas e de Computação (ICMC). Universidade de São Paulo (USP). São Carlos , SP, Brazil
• Institution abroad: Universidad de Zaragoza, Spain
• Associated to the scholarship: 12/25219-2 - Modeling, analysis and simulation of dynamic process on complex networks, BP.DR

Abstract

Mathematical modeling of spreading processes have been largely studied on the literature, and its study presented a huge boom on the past few years. It is fundamental task on the understanding and prediction of real epidemics and rumor spreading over a population and are subject to many structural and dynamical constraints. In this project we intend to analyze such processes on the top of multilayer networks, which are a generalization of the complex network and attracted the attention of the scientific community manly on the last five years. Our studies will be addressed following three approaches: (i) analytical, (ii) numerical and (iii) simulations, mainly Monte Carlo simulations. We expect to contribute to the researches in this field, improving the analysis and models of multilayer systems and spreading processes. We also expect to publish our results in international journals of Physics and Computer Science. (AU)

Scientific publications

(6)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

COZZO, EMANUELE; DE ARRUDA, GUILHERME FERRAZ; RODRIGUES, FRANCISCO A.; MORENO, YAMIR. Layer degradation triggers an abrupt structural transition in multiplex networks. Physical Review E, v. 100, n. 1, JUL 25 2019. (16/25682-5, 13/07375-0, 12/25219-2, 15/07463-1)

MENDEZ-BERMUDEZ, J. A.; FERRAZ DE ARRUDA, GUILHERME; RODRIGUES, FRANCISCO A.; MORENO, YAMIR. Diluted banded random matrices: scaling behavior of eigenfunction and spectral properties. Journal of Physics A-Mathematical and Theoretical, v. 50, n. 49, DEC 8 2017. (13/26416-9, 15/07463-1, 11/50761-2, 12/25219-2)

DE ARRUDA, GUILHERME FERRAZ; RODRIGUES, FRANCISCO APARECIDO; RODRIGUEZ, PABLO MARTIN; COZZO, EMANUELE; MORENO, YAMIR. A general Markov chain approach for disease and rumour spreading in complex networks. JOURNAL OF COMPLEX NETWORKS, v. 6, n. 2, p. 215-242, APR 2018. (15/07463-1, 12/25219-2, 16/11648-0, 15/03868-7, 16/25682-5)

DE ARRUDA, GUILHERME FERRAZ; COZZO, EMANUELE; PEIXOTO, TIAGO P.; RODRIGUES, FRANCISCO A.; MORENO, YAMIR. Disease Localization in Multilayer Networks. PHYSICAL REVIEW X, v. 7, n. 1, FEB 2 2017. (15/07463-1, 12/25219-2)

DE ARRUDA, GUILHERME FERRAZ; COZZO, EMANUELE; MORENO, YAMIR; RODRIGUES, FRANCISCO A.. On degree-degree correlations in multilayer networks. PHYSICA D-NONLINEAR PHENOMENA, v. 323, p. 5-11, JUN 1 2016. (13/26416-9, 15/07463-1, 12/25219-2)

COZZO, EMANUELE; DE ARRUDA, GUILHERME FERRAZ; RODRIGUES, FRANCISCO A.; MORENO, YAMIR. Layer degradation triggers an abrupt structural transition in multiplex networks. PHYSICAL REVIEW E, v. 100, n. 1, p. 7-pg., 2019-07-25. (16/25682-5, 13/07375-0, 12/25219-2, 15/07463-1)