Projects using XGI

XGI has been used in a variety of published work and other software.

Articles are listed by year and then alphabetically by the last name of the first author (and title if necessary).

Published work

2024

Nicholas W. Landry, Ilya Amburg, Mirah Shi, and Sinan Aksoy, “Filtering higher-order datasets”, Journal of Physics: Complexity 5 015006 (2024).

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Nicholas W. Landry, Jean-Gabriel Young, and Nicole Eikmeier, “The simpliciality of higher-order networks”, EPJ Data Science 13, 17 (2024).

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2023

Gonzalo Contreras-Aso, Regino Criado, Guillermo Vera de Salas, and Jinling Yang, “Detecting communities in higher-order networks by using their derivative graphs”, Chaos, Solitons, and Fractals 177, 114200 (2023).

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Nicholas W. Landry and Juan Restrepo, “Opinion disparity in hypergraphs with community structure”, Physical Review E 108, 034311 (2023).

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Timothy LaRock and Renaud Lambiotte, “Encapsulation Structure and Dynamics in Hypergraphs”, Journal of Physics: Complexity 4, 045007 (2023).

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Nicolò Ruggieri, Martina Contisciani, Federico Battiston, and Caterina de Bacco, “Community detection in large hypergraphs”, Science Advances 9, eadg9159 (2023).

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Yuanzhao Zhang, Maxime Lucas, and Federico Battiston, “Higher-order interactions shape collective dynamics differently in hypergraphs and simplicial complexes”, Nature Communications 14, 1605 (2023).

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Preprints

2024

Gonzalo Contreras-Aso, Regino Criado, and Miguel Romance, “Beyond directed hypergraphs: heterogeneous hypergraphs and spectral centralities”, arXiv:2403.11825 (2024).

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Maxime Lucas, Luca Gallo, Arsham Ghavasieh, Federico Battiston, and Manlio De Domenico, “Functional reducibility of higher-order networks”, arXiv:2404.08547 (2024).

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2023

Gonzalo Contreras-Aso, Cristian Pérez-Corral, and Miguel Romance, “Uplifting edges in higher order networks: spectral centralities for non-uniform hypergraphs”, arXiv:2310.20335 (2023).

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Iacopo Iacopini, Márton Karsai, and Alain Barrat, “The temporal dynamics of group interactions in higher-order social networks”, arXiv:2306.09967 (2023).

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Yuanzhao Zhang, Per Sebastian Skardal, Federico Battiston, Giovanni Petri, Maxime Lucas, “Deeper but smaller: Higher-order interactions increase linear stability but shrink basins”, arXiv:2309.16581 (2023).

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