Vision
Research
Fundamental Research
Industrial Research
People
News & events
Communication
Press
BiLab Laboratory
About
Contacts
Vision
Fundamental Research
Industrial Research
People
News & events
Press
BiLab Laboratory
About
Contacts
Sponsors & Research Partnerships
People
Guilherme Ferraz de Arruda
Postdoctoral Associate
Home page:
https://guifarruda.gitlab.io/
Publications
Evolutionary dynamics of higher-order interactions in social networks
U. Alvarez-Rodriguez, F. Battiston,
G. Ferraz de Arruda
,
Y. Moreno
, M. Perc, V. Latora
Nature Human Behaviour
(2021)
Universality of eigenvector delocalization and the nature of the SIS phase transition in multiplex networks
G. Ferraz de Arruda
, J. A. Mendéz-Bermudéz, F. A. Rodrigues,
Y. Moreno
Journal of Statistical Mechanics: Theory and Experiment
(2020)
Data-driven contact structures: From homogeneous mixing to multilayer networks
A. Aleta
,
G. Ferraz de Arruda
,
Y. Moreno
Plos Computational Biology
16(7): e1008035 (2020)
Download pdf
Comparison of Different Spike Train Synchrony Measures Regarding Their Robustness to Erroneous Data From Bicuculline-Induced Epileptiform Activity
M. Ciba, R. Bestel, C. Nick,
G. Ferraz de Arruda
Neural Computation
32/5 (2020)
Social contagion models on hypergraphs
G. Ferraz de Arruda
,
G. Petri
,
Y. Moreno
Physical Review Research
2 (2) (2020)
Download pdf
Impact of the distribution of recovery rates on disease spreading in complex networks
G. Ferraz de Arruda
, A. Petri, F. A. Rodrigues,
Y. Moreno
Physical Review Research
2, 1 013046 (2020)
Download pdf
Layer degradation triggers an abrupt structural transition in multiplex networks
E. Cozzo,
G. Ferraz de Arruda
, F. A. Rodrigues,
Y. Moreno
Physical Review E
100, 012313 (2019)
Download pdf
Fundamentals of spreading processes in single and multilayer complex networks
G. Ferraz de Arruda
, F. A. Rodrigues,
Y. Moreno
Physics Reports
756 (2018)
Download pdf
A polynomial eigenvalue approach for multiplex networks
G. Ferraz de Arruda
, E. Cozzo, F. A. Rodrigues,
Y. Moreno
New Journal of Physics
20 (2018)
Download pdf
Multiplex Networks - Basic Formalism and Structural Properties
E. Cozzo,
G. Ferraz de Arruda
, F. A. Rodrigues,
Y. Moreno
Springer
VII, 121 (2018)
A general Markov chain approach for disease and rumour spreading in complex networks
G. Ferraz de Arruda
, R. Francisco Aparecido, P. M. Rodríguez, E. Cozzo,
Y. Moreno
Journal of Complex Networks
cnx024 (2017)
Diluted banded random matrices: scaling behavior of eigenfunction and spectral properties
J. A. Méndez-Bermúdez,
G. Ferraz de Arruda
, F. A. Rodrigues,
Y. Moreno
Journal of Physics A: Mathematical and Theoretical
50/49 (2017)
Scaling Properties of Multilayer Random Networks
J. A. Méndez-Bermúdez,
G. Ferraz de Arruda
, F. A. Rodrigues,
Y. Moreno
Phys. Rev. E
96, 012307 (2017)
Disease Localization in Multilayer Networks
G. Ferraz de Arruda
, E. Cozzo, T. D. P. Peixoto, F. A. Rodrigues,
Y. Moreno
Phys. Rev. X
7, 011014 (2017)
Download pdf
On degree–degree correlations in multilayer networks
G. Ferraz de Arruda
, E. Cozzo,
Y. Moreno
, F. A. Rodrigues
Physica D: Nonlinear Phenomena
Volumes 323–324 (2016)
Multilayer Networks: Metrics and Spectral Properties
E. Cozzo,
G. Ferraz de Arruda
, F. A. Rodrigues,
Y. Moreno
Interconnected Networks
(2016)
Role of centrality for the identification of influential spreaders in complex networks
G. Ferraz de Arruda
, A. L. Barbieri, M. Rodriguez, F. A. Rodrigues,
Y. Moreno
, L. Da Fontoura Costa
Phys. Rev. E
90, 032812 (2014)