Publications

(2024). Contagion dynamics on higher-order networks. Nature Reviews Physics.

DOI arXiv

(2024). From unbiased to maximal entropy random walks on hypergraphs. Physical Review E.

PDF Code DOI arXiv Slides (CCS 2021)

(2024). Assigning Entities to Teams as a Hypergraph Discovery Problem.

arXiv

(2023). Robustness and Complexity of Directed and Weighted Metabolic Hypergraphs. Entropy 2023, 25(11), 1537.

PDF DOI arXiv

(2023). Replanting unproductive palm oil with smallholder plantations can help achieve Sustainable Development Goals in Sumatra, Indonesia. Commun Earth Environ.

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(2022). From subcritical behavior to a correlation-induced transition in rumor models. Nature Communications.

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(2022). Modeling how social network algorithms can influence opinion polarization. arXiv.

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(2021). The physics of higher-order interactions in complex systems. Nature Physics.

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(2021). Social contagion on higher-order structures.

arXiv Talk - MultiNet Webinar Series

(2021). Phase transitions and stability of dynamical processes on hypergraphs. Communications Physics.

PDF DOI arXiv Talk - MultiNet Webinar Series

(2021). Evolutionary Dynamics of Higher-Order Interactions. Nature Human Behaviour.

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(2020). Universality of eigenvector delocalization and the nature of the SIS phase transition in multiplex networks. Journal of Statistical Mechanics: Theory and Experiment.

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(2020). Data-driven contact structures: from homogeneous mixing to multilayer networks. arXiv.

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(2020). Social contagion models on hypergraphs. Phys. Rev. Research 2, 023032.

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(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

(2020). Impact of the distribution of recovery rates on disease spreading in complex networks. arXiv.

DOI arXiv Slides (short)

(2019). Layer degradation triggers an abrupt structural transition in multiplex networks. Physical Review E: Statistical, Nonlinear, Biological, and Soft Matter Physics.

PDF DOI arXiv

(2018). A polynomial eigenvalue approach for multiplex networks. New Journal of Physics.

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(2018). Fundamentals of spreading processes in single and multilayer complex networks. Physics Reports.

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(2018). Multiplex Networks: Basic Formalism and Structural Properties. Multiplex Networks: Basic Formalism and Structural Properties.

Springer

(2017). A General Markov Chain Approach for Disease and Rumor Spreading in Complex Networks. Journal of Complex Networks.

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(2017). Scaling Properties of Multilayer Random Networks. Physical Review E: Statistical, Nonlinear, Biological, and Soft Matter Physics.

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(2017). Disease Localization in Multilayer Networks. Phys. Rev. X 7, 011014.

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(2017). Diluted banded random matrices: Scaling behavior of eigenfunction and spectral properties. Journal of Physics A: Mathematical and Theoretical.

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(2016). On degree-degree correlations in multilayer networks. Physica D: Nonlinear Phenomena Volumes 323–324, 1 June 2016, Pages 5-11.

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(2016). Multilayer Networks: Metrics and Spectral Properties. Interconnected Networks, 01/2016: pages 17-35, ISBN: 978-3-319-23945-3.

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(2015). A process of rumour scotching on finite populations. Royal Society Open Science 09/2015; 2:150240.

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(2014). Role of centrality for the identification of influential spreaders in complex networks. Physical Review E: Statistical, Nonlinear, Biological, and Soft Matter Physics.

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(2014). Structure and dynamics of functional networks in child-onset schizophrenia. Clinical Neurophysiology, Volume 125, Issue 8, August 2014, Pages 1589-1595.

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(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.

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(2013). Supervised Classification of Basaltic Aggregate Particles Based on Texture Properties. Journal of Computing in Civil Engineering, Volume 27 Issue 2 - March 2013.

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(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.

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(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.

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