Publications

Guilherme Ferraz de Arruda, Alberto Aleta, Yamir Moreno (2024). Contagion dynamics on higher-order networks. Nature Reviews Physics.

DOI arXiv

Pietro Traversa, Guilherme Ferraz de Arruda, Yamir Moreno (2024). From unbiased to maximal entropy random walks on hypergraphs. Physical Review E.

PDF Code DOI arXiv Slides (CCS 2021)

Guilherme Ferraz de Arruda, Yamir Moreno (2024). On the temporal resolution limits of numerical simulations in complex systems.

PDF DOI arXiv

Guilherme Ferraz de Arruda, Wan He, Nasimeh Heydaribeni, Tara Javidi, Yamir Moreno, Tina Eliassi-Rad (2024). Assigning Entities to Teams as a Hypergraph Discovery Problem.

arXiv

Pietro Traversa, Guilherme Ferraz de Arruda, Alexei Vazquez, Yamir Moreno (2023). Robustness and Complexity of Directed and Weighted Metabolic Hypergraphs. Entropy 2023, 25(11), 1537.

PDF DOI arXiv

Ariadna Fosch, Guilherme Ferraz de Arruda, Alberto Aleta, Adrià Descals, David Gaveau, Courtney Morgans, Truly Santika, Matthew J. Struebig, Erik Meijaard, Yamir Moreno (2023). Replanting unproductive palm oil with smallholder plantations can help achieve Sustainable Development Goals in Sumatra, Indonesia. Commun Earth Environ.

PDF DOI

Guilherme Ferraz de Arruda, Giovanni Petri, Pablo Martín Rodriguez, Yamir Moreno (2023). Multistability, intermittency and hybrid transitions in social contagion models on hypergraphs. Nature Communications.

PDF Code DOI arXiv Talk - MultiNet Webinar Series Slides (MultiNet Webinar Series) Slides KIAS - TNCS 2022

Guilherme Ferraz de Arruda, Lucas G. S. Jeub, Angélica S. Mata, Francisco A. Rodrigues, Yamir Moreno (2022). From subcritical behavior to a correlation-induced transition in rumor models. Nature Communications.

PDF DOI arXiv SI Movie 1 Movie 2

Henrique F. de Arruda, Felipe M. Cardoso, Guilherme F. de Arruda, Alexis R. Hernández, Luciano da F. Costa, Yamir Moreno (2022). Modeling how social network algorithms can influence opinion polarization. arXiv.

PDF Code DOI arXiv

F. Battiston, E. Amico, A. Barrat, G. Bianconi, G. F. de Arruda, B. Franceschiello, I. Iacopini, S. Kefi, V. Latora, Y Moreno, M. M. Murray, T. P. Peixoto, F. Vaccarino, G. Petri (2021). The physics of higher-order interactions in complex systems. Nature Physics.

PDF DOI arXiv

Alain Barrat, Guilherme Ferraz de Arruda, Iacopo Iacopini, Yamir Moreno (2021). Social contagion on higher-order structures.

arXiv Talk - MultiNet Webinar Series

Guilherme Ferraz de Arruda (2021). Contrastes Entre Interesses Individuais e Coletivos: Uma Discussão Sob a Ótica da Epidemiologia Matemática (Portuguese). Revista Ipê Roxo - Jardim.

PDF Ipê Roxo - Dossiê

Guilherme Ferraz de Arruda, Michele Tizzani, Yamir Moreno (2021). Phase transitions and stability of dynamical processes on hypergraphs. Communications Physics.

PDF DOI arXiv Talk - MultiNet Webinar Series

Unai Alvarez-Rodriguez, Federico Battiston, Guilherme Ferraz de Arruda, Yamir Moreno, Matjaz Perc, Vito Latora (2021). Evolutionary Dynamics of Higher-Order Interactions. Nature Human Behaviour.

PDF DOI arXiv

Guilherme Ferraz de Arruda, J. A. Méndez-Bermúdez, Francisco A. Rodrigues, Yamir Moreno (2020). Universality of eigenvector delocalization and the nature of the SIS phase transition in multiplex networks. Journal of Statistical Mechanics: Theory and Experiment.

PDF DOI arXiv

Alberto Aleta, Guilherme Ferraz de Arruda, Yamir Moreno (2020). Data-driven contact structures: from homogeneous mixing to multilayer networks. arXiv.

PDF DOI arXiv

Guilherme Ferraz de Arruda, Giovanni Petri, Yamir Moreno (2020). Social contagion models on hypergraphs. Phys. Rev. Research 2, 023032.

PDF Code DOI arXiv Slides (short) Slides (long) Talk - MultiNet Webinar Series

Manuel Ciba, Robert Bestel, Christoph Nick, Guilherme Ferraz de Arruda, Thomas Peron, Comin César Henrique, Luciano da Fontoura Costa, Francisco Aparecido Rodrigues, Christiane Thielemann (2020). Comparison of Different Spike Train Synchrony Measures Regarding Their Robustness to Erroneous Data From Bicuculline-Induced Epileptiform Activity. Neural Computation 2020 32:5, 887-911.

PDF DOI arXiv

Guilherme Ferraz de Arruda, Giovanni Petri, Francisco A. Rodrigues, Yamir Moreno (2020). Impact of the distribution of recovery rates on disease spreading in complex networks. arXiv.

DOI arXiv Slides (short)

Emanuele Cozzo, Guilherme Ferraz de Arruda, Francisco A. Rodrigues, Yamir Moreno (2019). Layer degradation triggers an abrupt structural transition in multiplex networks. Physical Review E: Statistical, Nonlinear, Biological, and Soft Matter Physics.

PDF DOI arXiv

Guilherme Ferraz de Arruda, Emanuele Cozzo, Francisco A. Rodrigues, Yamir Moreno (2018). A polynomial eigenvalue approach for multiplex networks. New Journal of Physics.

PDF DOI arXiv

Guilherme Ferraz de Arruda, Francisco A. Rodrigues, Yamir Moreno (2018). Fundamentals of spreading processes in single and multilayer complex networks. Physics Reports.

PDF Code DOI arXiv

Emanuele Cozzo, Guilherme Ferraz de Arruda, Francisco A. Rodrigues, Yamir Moreno (2018). Multiplex Networks: Basic Formalism and Structural Properties. Multiplex Networks: Basic Formalism and Structural Properties.

Springer

Guilherme Ferraz de Arruda, Francisco A. Rodrigues, Pablo Martín Rodríguez, Emanuele Cozzo, Yamir Moreno (2017). A General Markov Chain Approach for Disease and Rumor Spreading in Complex Networks. Journal of Complex Networks.

PDF Code DOI arXiv Slides (short) Poster

J. A. Méndez-Bermúdez, Guilherme Ferraz de Arruda, Francisco A. Rodrigues, Yamir Moreno (2017). Scaling Properties of Multilayer Random Networks. Physical Review E: Statistical, Nonlinear, Biological, and Soft Matter Physics.

PDF DOI arXiv

Guilherme Ferraz de Arruda, Emanuele Cozzo, Tiago P. Peixoto, Francisco A. Rodrigues, Yamir Moreno (2017). Disease Localization in Multilayer Networks. Phys. Rev. X 7, 011014.

PDF Code DOI arXiv Slides (short) Slides (long) Poster

J. A. Méndez-Bermúdez, Guilherme Ferraz de Arruda, Francisco A. Rodrigues, Yamir Moreno (2017). Diluted banded random matrices: Scaling behavior of eigenfunction and spectral properties. Journal of Physics A: Mathematical and Theoretical.

PDF DOI arXiv

Guilherme Ferraz de Arruda, Emanuele Cozzo, Francisco A. Rodrigues, Yamir Moreno (2016). On degree-degree correlations in multilayer networks. Physica D: Nonlinear Phenomena Volumes 323–324, 1 June 2016, Pages 5-11.

PDF DOI arXiv

Emanuele Cozzo, Guilherme Ferraz de Arruda, Francisco A. Rodrigues, Yamir Moreno (2016). Multilayer Networks: Metrics and Spectral Properties. Interconnected Networks, 01/2016: pages 17-35, ISBN: 978-3-319-23945-3.

PDF arXiv

Guilherme Ferraz de Arruda, Elcio Lebensztayn, Francisco A. Rodrigues, Pablo Martín Rodríguez (2015). A process of rumour scotching on finite populations. Royal Society Open Science 09/2015; 2:150240.

PDF DOI arXiv

Guilherme Ferraz de Arruda, André Luiz Barbieri, Pablo Martín Rodríguez, Francisco A. Rodrigues, Yamir Moreno, Luciano da Fontoura Costa (2014). Role of centrality for the identification of influential spreaders in complex networks. Physical Review E: Statistical, Nonlinear, Biological, and Soft Matter Physics.

PDF DOI arXiv

Guilherme Ferraz de Arruda, Luciano da Fontoura Costa, Dirk Schubert, Francisco A. Rodrigues (2014). Structure and dynamics of functional networks in child-onset schizophrenia. Clinical Neurophysiology, Volume 125, Issue 8, August 2014, Pages 1589-1595.

PDF DOI

Guilherme Ferraz de Arruda, Thomas Kauê Dal’Maso Peron, Marinho Gomes de Andrade, Jorge Alberto Achcar, Francisco A. Rodrigues (2013). The Influence of Network Properties on the Synchronization of Kuramoto Oscillators Quantified by a Bayesian Regression Analysis. Journal of Statistical Physics, August 2013, Volume 152, Issue 3, pp 519–533.

PDF DOI

Lilian Tais de Gouveia, Guilherme Ferraz de Arruda, Francisco A. Rodrigues, Luciano Jose Senger, Luciano da Fontoura Costa (2013). Supervised Classification of Basaltic Aggregate Particles Based on Texture Properties. Journal of Computing in Civil Engineering, Volume 27 Issue 2 - March 2013.

PDF DOI

Guilherme Ferraz de Arruda, Luciano da Fontoura Costa, Francisco A. Rodrigues (2012). A Complex Networks Approach for Data Clustering. Physica A: Statistical Mechanics and its Applications, Volume 391, Issue 23, 1 December 2012, Pages 6174-6183.

PDF DOI arXiv

André Luiz Barbieri, Guilherme Ferraz de Arruda, Francisco A. Rodrigues, O. M. Bruno, Luciano da Fontoura Costa (2011). An entropy-based approach to automatic image segmentation of satellite images. Physica A: Statistical Mechanics and its Applications, Volume 390, Issue 3, 1 February 2011, Pages 512-518.

PDF DOI arXiv