People
Guilherme Ferraz de Arruda
Postdoctoral Associate
Postdoctoral Associate
Home page: https://guifarruda.gitlab.io/
Publications
Replanting unproductive palm oil with smallholder plantations can help achieve Sustainable Development Goals in Sumatra, Indonesia
Ariadna Fosch, Guilherme Ferraz de Arruda, Alberto Aleta, Adrià Descals, David Gaveau, Courtney Morgans, Truly Santika, Matthew J. Struebig, Erik Meijaard, Yamir Moreno
Communications Earth & Environment 4, 378 (2023)
From subcritical behavior to a correlation-induced transition in rumor models
Guilherme Ferraz de Arruda, Lucas G. S. Jeub, Angélica S. Mata, Francisco Aparecido Rodrigues, Yamir Moreno
Nature Communications13, 3049 (2022)
Social Contagion on Higher-Order Structures
Alain Barrat, Guilherme Ferraz de Arruda, Iacopo Iacopini, Yamir Moreno
Higher-Order Systems 329–346 (2022)
Collective Games on Hypergraphs
Unai Alvarez-Rodriguez, Federico Battiston, Guilherme Ferraz de Arruda, Yamir Moreno, Matjaž Perc, Vito Latora
Higher-Order Systems 377–388 (2022)
Modelling how social network algorithms can influence opinion polarization
Henrique Ferraz De Arruda, Felipe Cardoso-Maciel, Guilherme Ferraz de Arruda, Alexis R. Hernández, Luciano da Fontoura Costa, Yamir Moreno
Information Sciences588, 265-278 (2022)
The physics of higher-order interactions in complex systems
Federico Battiston, Enrico Amico, Alain Barrat, Ginestra Bianconi, Guilherme Ferraz de Arruda, Benedetta Franceschiello, Iacopo Iacopini, Sonia Kéfi, Vito Latora, Yamir Moreno, Micah M. Murray, Tiago De Paula Peixoto, Francesco Vaccarino, Giovanni Petri
Nature Physics17, 1093–1098 (2021)
Phase transitions and stability of dynamical processes on hypergraphs
Guilherme Ferraz de Arruda, Michele Tizzani, Yamir Moreno
Communications Physics4, 24 (2021)
Evolutionary dynamics of higher-order interactions in social networks
Unai Alvarez-Rodriguez, Federico Battiston, Guilherme Ferraz de Arruda, Yamir Moreno, Matjaž Perc, Vito Latora
Nature Human Behaviour5, 586–595 (2021)
Universality of eigenvector delocalization and the nature of the SIS phase transition in multiplex networks
Guilherme Ferraz de Arruda, J.A. Mendéz-Bermudéz, Francisco Aparecido Rodrigues, Yamir Moreno
Journal of Statistical Mechanics: Theory and Experiment 103405 (2020)
Data-driven contact structures: From homogeneous mixing to multilayer networks
Alberto Aleta, Guilherme Ferraz de Arruda, Yamir Moreno
Plos Computational Biology16(7), e1008035 (2020)
Comparison of Different Spike Train Synchrony Measures Regarding Their Robustness to Erroneous Data From Bicuculline-Induced Epileptiform Activity
Manuel Ciba, Robert Bestel, Christof Nick, Guilherme Ferraz de Arruda, Thomas Peron, César Henrique Comin, Luciano da Fontoura Costa, Francisco Aparecido Rodrigues, Christiane Thielemann
Neural Computation32(5), 887-911 (2020)
Social contagion models on hypergraphs
Guilherme Ferraz de Arruda, Giovanni Petri, Yamir Moreno
Physical Review Research2, 2, 023032 (2020)
Impact of the distribution of recovery rates on disease spreading in complex networks
Guilherme Ferraz de Arruda, Giovanni Petri, Francisco Aparecido Rodrigues, Yamir Moreno
Physical Review Research2, 013046 (2020)
Layer degradation triggers an abrupt structural transition in multiplex networks
Emanuele Cozzo, Guilherme Ferraz de Arruda, Francisco Aparecido Rodrigues, Yamir Moreno
Physical Review E100, 012313 (2019)
Fundamentals of spreading processes in single and multilayer complex networks
Guilherme Ferraz de Arruda, Francisco Aparecido Rodrigues, Yamir Moreno
Physics Reports756, 1-59 (2018)
A polynomial eigenvalue approach for multiplex networks
Guilherme Ferraz de Arruda, Emanuele Cozzo, Francisco Aparecido Rodrigues, Yamir Moreno
New Journal of Physics20, (2018)
Multiplex Networks – Basic Formalism and Structural Properties
Emanuele Cozzo, Guilherme Ferraz de Arruda, Francisco Aparecido Rodrigues, Yamir Moreno
Multiplex Networks (Basic Formalism and Structural Properties)VII, 121 (2018)
Diluted banded random matrices: scaling behavior of eigenfunction and spectral properties
J.A. Mendéz-Bermudéz, Guilherme Ferraz de Arruda, Francisco Aparecido Rodrigues, Yamir Moreno
Journal of Physics A: Mathematical and Theoretical50, 495205 (2017)
A general Markov chain approach for disease and rumour spreading in complex networks
Guilherme Ferraz de Arruda, Francisco Aparecido Rodrigues, Pablo Martín Rodríguez, Emanuele Cozzo, Yamir Moreno
Journal of Complex Networks6, 2, 215–242 (2017)
Scaling Properties of Multilayer Random Networks
J.A. Mendéz-Bermudéz, Guilherme Ferraz de Arruda, Francisco Aparecido Rodrigues, Yamir Moreno
Physical Review E96, 012307 (2017)
On degree–degree correlations in multilayer networks
Guilherme Ferraz de Arruda, Emanuele Cozzo, Yamir Moreno, Francisco Aparecido Rodrigues
Physica D: Nonlinear Phenomena323–324, 5-11 (2016)
Disease Localization in Multilayer Networks
Guilherme Ferraz de Arruda, Emanuele Cozzo, Tiago De Paula Peixoto, Francisco Aparecido Rodrigues, Yamir Moreno
Physical Review X7, 011014 (2017)
Multilayer Networks: Metrics and Spectral Properties
Emanuele Cozzo, Guilherme Ferraz de Arruda, Francisco Aparecido Rodrigues, Yamir Moreno
Interconnected Networks 17-35 (2016)
Role of centrality for the identification of influential spreaders in complex networks
Guilherme Ferraz de Arruda, André Luiz Barbieri, Pablo Martín Rodríguez, Francisco Aparecido Rodrigues, Yamir Moreno, Luciano da Fontoura Costa
Physical Review E90, 032812 (2014)
Replanting unproductive palm oil with smallholder plantations can help achieve Sustainable Development Goals in Sumatra, Indonesia
Ariadna Fosch, Guilherme Ferraz de Arruda, Alberto Aleta, Adrià Descals, David Gaveau, Courtney Morgans, Truly Santika, Matthew J. Struebig, Erik Meijaard, Yamir Moreno
Communications Earth & Environment 4, 378 (2023)
From subcritical behavior to a correlation-induced transition in rumor models
Guilherme Ferraz de Arruda, Lucas G. S. Jeub, Angélica S. Mata, Francisco Aparecido Rodrigues, Yamir Moreno
Nature Communications13, 3049 (2022)
Social Contagion on Higher-Order Structures
Alain Barrat, Guilherme Ferraz de Arruda, Iacopo Iacopini, Yamir Moreno
Higher-Order Systems 329–346 (2022)