Tiago de Paula Peixoto
Research
Open positions
Publications
-
Disentangling homophily, community structure and triadic closure in networks
Tiago P. Peixoto
arXiv: 2101.02510
Code is available. See the HOWTO.
-
Hypergraph reconstruction from network data
Jean-Gabriel Young, Giovanni Petri, Tiago P. Peixoto
arXiv: 2008.04948
Code is available.
-
Statistical inference of assortative community structures
Lizhi Zhang, Tiago P. Peixoto
arXiv: 2006.14493
Code is available. See the HOWTO.
-
Revealing consensus and dissensus between network partitions
Tiago P. Peixoto
arXiv: 2005.13977
Code is available. See the HOWTO.
-
Merge-split Markov chain Monte Carlo for community detection
Tiago P. Peixoto
Phys. Rev. E 102 012305 (2020)
DOI: 10.1103/PhysRevE.102.012305 [sci-hub, @tor]
arXiv: 2003.07070
Code is available. See the HOWTO.
-
Latent Poisson models for networks with heterogeneous density
Tiago P. Peixoto
Phys. Rev. E 102 012309 (2020)
DOI: 10.1103/PhysRevE.102.012309 [sci-hub, @tor]
arXiv: 2002.07803
Code is available. See the HOWTO.
-
Null models for multi-optimized large-scale network structures
Sebastian Morel-Balbi, Tiago P. Peixoto
arXiv: 2006.08508
-
Network reconstruction and community detection from dynamics
Tiago P. Peixoto
Phys. Rev. Lett. 123 128301 (2019)
DOI: 10.1103/PhysRevLett.123.128301 [sci-hub, @tor]
arXiv: 1903.10833
Code is available. See the HOWTO.
-
Reconstructing networks with unknown and heterogeneous errors
Tiago P. Peixoto
Phys. Rev. X 8 041011 (2018)
DOI: 10.1103/PhysRevX.8.041011 [sci-hub, @tor]
arXiv: 1806.07956
Code is available. See the HOWTO.
-
A network approach to topic models
Martin Gerlach, Tiago P. Peixoto, Eduardo G. Altmann
Science Advances 4 eaaq1360 (2018)
DOI: 10.1126/sciadv.aaq1360 [sci-hub, @tor]
arXiv: 1708.01677
Code is available. See also the network inference HOWTO.
-
Nonparametric weighted stochastic block models
Tiago P. Peixoto
Phys. Rev. E 97 012306 (2018)
DOI: 10.1103/PhysRevE.97.012306 [sci-hub, @tor]
arXiv: 1708.01432
Code is available. See the HOWTO.
-
Change points, memory and epidemic spreading in temporal networks
Tiago P. Peixoto, Laetitia Gauvin
Sci. Rep. 8 15511 (2018)
DOI: 10.1038/s41598-018-33313-1 [sci-hub, @tor]
arXiv: 1712.08948
-
Bayesian stochastic blockmodeling
Tiago P. Peixoto
arXiv: 1705.10225
Chapter in “Advances in Network Clustering and Blockmodeling,” edited by P. Doreian, V. Batagelj, A. Ferligoj (Wiley, New York, 2018 [forthcoming]).
Code is available. See the HOWTO.
-
Consistencies and inconsistencies between model selection and link prediction in networks
Toni Vallès-Català, Tiago P. Peixoto, Roger Guimerà, Marta Sales-Pardo
Phys. Rev. E 97 062316 (2018)
DOI: 10.1103/PhysRevE.97.062316 [sci-hub, @tor]
arXiv: 1705.07967
Code is available. See the HOWTO.
-
Modeling sequences and temporal networks with dynamic community structures
Tiago P. Peixoto, Martin Rosvall
Nature Communications 8, 582 (2017)
DOI: 10.1038/s41467-017-00148-9 [sci-hub, @tor]
arXiv: 1509.04740
-
Nonparametric Bayesian inference of the microcanonical stochastic block model
Tiago P. Peixoto
Phys. Rev. E 95 012317 (2017)
DOI: 10.1103/PhysRevE.95.012317 [sci-hub, @tor]
arXiv: 1610.02703
Code is available. See the HOWTO.
-
Disease localization in multilayer networks
Guilherme Ferraz de Arruda, Emanuele Cozzo, Tiago P. Peixoto, Francisco A. Rodrigues, Yamir Moreno
Phys. Rev. X 7 1 011014 (2017)
DOI: 10.1103/PhysRevX.7.011014 [sci-hub, @tor]
arXiv: 1509.07054
-
Network structure, metadata, and the prediction of missing nodes and annotations
Darko Hric, Tiago P. Peixoto, Santo Fortunato
Phys. Rev. X 6 3 031038 (2016)
DOI: 10.1103/PhysRevX.6.031038 [sci-hub, @tor]
arXiv: 1604.00255
-
Generalized communities in networks
M. E. J. Newman, Tiago P. Peixoto
Phys. Rev. Lett. 115, 088701 (2015)
DOI: 10.1103/PhysRevLett.115.088701 [sci-hub, @tor]
arXiv: 1505.07478
Cover of the PRL issue!
-
Sampling motif-constrained ensembles of networks
Rico Fisher, Jorge C. Leitão, Tiago P. Peixoto, Eduardo G. Altmann
Phys. Rev. Lett. 115, 188701 (2015)
DOI: 10.1103/PhysRevLett.115.188701 [sci-hub, @tor]
arXiv: 1507.08696
-
Inferring the mesoscale structure of layered, edge-valued and time-varying networks
Tiago P. Peixoto
Phys. Rev. E 92, 042807 (2015)
DOI: 10.1103/PhysRevE.92.042807 [sci-hub, @tor]
arXiv: 1504.02381
Code is available. See the HOWTO.
-
Model selection and hypothesis testing for large-scale network models with overlapping groups
Tiago P. Peixoto
Phys. Rev. X 5, 011033 (2015)
DOI: 10.1103/PhysRevX.5.011033 [sci-hub, @tor]
arXiv: 1409.3059
Code is available. See the HOWTO.
-
Maximum-entropy large-scale structures of Boolean networks optimized for criticality
Marco Möller, Tiago P. Peixoto
New J. Phys. 17 043021 (2015)
DOI: 10.1088/1367-2630/17/4/043021 [sci-hub, @tor]
-
Limits and Trade-Offs of Topological Network Robustness
Christopher Priester, Sebastian Schmitt, Tiago P. Peixoto
PLoS ONE 9(9): e108215 (2014)
DOI: 10.1371/journal.pone.0108215 [sci-hub, @tor]
-
Hierarchical block structures and high-resolution model selection in large networks
Tiago P. Peixoto
Phys. Rev. X 4, 011047 (2014)
DOI: 10.1103/PhysRevX.4.011047 [sci-hub, @tor]
arXiv: 1310.4377
Code is available. See the HOWTO.
-
Efficient Monte Carlo and greedy heuristic for the inference of stochastic block models
Tiago P. Peixoto
Phys. Rev. E 89, 012804 (2014)
DOI: 10.1103/PhysRevE.89.012804 [sci-hub, @tor]
arXiv: 1310.4378
Code is available. See the HOWTO.
-
Eigenvalue Spectra of Modular Networks
Tiago P. Peixoto
Phys. Rev. Lett. 111 9 098701 (2013)
DOI: 10.1103/PhysRevLett.111.098701 [sci-hub, @tor]
arXiv: 1306.2507
-
Spontaneous centralization of control in a network of company ownerships
Sebastian M. Krause, Tiago P. Peixoto, Stefan Bornholdt
PLoS ONE 8(12): e80303 (2013)
DOI: 10.1371/journal.pone.0080303 [sci-hub, @tor]
arXiv: 1306.3422
-
Parsimonious Module Inference in Large Networks
Tiago P. Peixoto
Phys. Rev. Lett. 110 148701 (2013)
DOI: 10.1103/PhysRevLett.110.148701 [sci-hub, @tor]
arXiv: 1212.4794
Code is available. See the HOWTO.
-
Evolution of Robust Network Topologies: Emergence of Central Backbones
Tiago P. Peixoto, Stefan Bornholdt
Phys. Rev. Lett. 109 11 118703 (2012)
DOI: 10.1103/PhysRevLett.109.118703 [sci-hub, @tor]
arXiv: 1205.2909
Coverage: Synopsis in Physics
-
Entropy of stochastic blockmodel ensembles
Tiago P. Peixoto
Phys. Rev. E 85 5 056122 (2012)
DOI: 10.1103/PhysRevE.85.056122 [sci-hub, @tor]
arXiv: 1112.6028
-
No Need for Conspiracy: Self-Organized Cartel Formation in a Modified Trust Game
Tiago P. Peixoto, Stefan Bornholdt
Phys. Rev. Lett. 108 21 218702 (2012)
DOI: 10.1103/PhysRevLett.108.218702 [sci-hub, @tor]
arXiv: 1201.3798
Coverage: (Phys.org) High gas prices may be explained by self-organized cartel behavior, (Physics arXiv Blog) Cartels Are an Emergent Phenomenon, Say Complexity Theorists, (Jura Forum) Bremer Uni-Studie: Flächendeckend höhere Benzinpreise deuten nicht gleich auf Preisabsprachen hin, (kreiszeitung.de) Benzinpreis: Kein Hinweis auf Absprache
-
Emergence of robustness against noise: A structural phase transition in evolved models of gene regulatory networks
Tiago P. Peixoto
Phys. Rev. E 85 4 041908 (2012)
DOI: 10.1103/PhysRevE.85.041908 [sci-hub, @tor]
arXiv: 1108.4341
-
Reliable dynamics in Boolean and continuous networks
Eva Ackermann, Tiago P. Peixoto, Barbara Drossel
New J. Phys. 14 12 123029 (2012)
DOI: 10.1088/1367-2630/14/12/123029 [sci-hub, @tor]
-
The behavior of noise-resilient Boolean networks with diverse topologies
Tiago P Peixoto
J. Stat. Mech. 2012 01 P01006 (2012)
DOI: 10.1088/1742-5468/2012/01/P01006 [sci-hub, @tor]
arXiv: 1108.4329
-
Trust Transitivity in Social Networks
Oliver Richters, Tiago P. Peixoto
{PLoS} {ONE} 6 4 e18384 (2011)
DOI: 10.1371/journal.pone.0018384 [sci-hub, @tor]
arXiv: 1012.1358
-
Density profile and polymer configurations for a polymer melt in a regular array of nanotubes
Tiago P Peixoto, Barbara Drossel
New J. Phys. 13 7 073030 (2011)
DOI: 10.1088/1367-2630/13/7/073030 [sci-hub, @tor]
-
The phase diagram of random Boolean networks with nested canalizing functions
T. P. Peixoto
Eur. Phys. J. B 78 2 187--192 (2010)
DOI: 10.1140/epjb/e2010-10559-0 [sci-hub, @tor]
arXiv: 1007.3411
-
Boolean networks with robust and reliable trajectories
Christoph Schmal, Tiago P Peixoto, Barbara Drossel
New J. Phys. 12 11 113054 (2010)
DOI: 10.1088/1367-2630/12/11/113054 [sci-hub, @tor]
arXiv: 1008.1726
-
Redundancy and Error Resilience in Boolean Networks
Tiago P. Peixoto
Phys. Rev. Lett. 104 4 048701 (2010)
DOI: 10.1103/PhysRevLett.104.048701 [sci-hub, @tor]
arXiv: 0909.1740
-
Spatiotemporal correlations of aftershock sequences
Tiago P. Peixoto, Katharina Doblhoff-Dier, Jörn Davidsen
J. Geophys. Res. 115 B10309 (2010)
DOI: 201010.1029/2010JB007626 [sci-hub, @tor]
-
Polymer confinement effects in aligned carbon nanotubes arrays
Pitamber Mahanandia, Jörg J. Schneider, Marina Khaneft, Bernd Stühn, Tiago P. Peixoto, Barbara Drossel
Phys. Chem. Chem. Phys. 12 17 4407 (2010)
DOI: 10.1039/b922906j [sci-hub, @tor]
-
Boolean networks with reliable dynamics
Tiago P. Peixoto, Barbara Drossel
Phys. Rev. E 80 5 056102 (2009)
DOI: 10.1103/PhysRevE.80.056102 [sci-hub, @tor]
arXiv: 0905.0925
-
Noise in random Boolean networks
Tiago P. Peixoto, Barbara Drossel
Phys. Rev. E 79 3 036108 (2009)
DOI: 10.1103/PhysRevE.79.036108 [sci-hub, @tor]
arXiv: 0808.3087
-
Network of recurrent events for the Olami-Feder-Christensen model
Tiago P. Peixoto, Jörn Davidsen
Phys. Rev. E 77 6 066107 (2008)
DOI: 10.1103/PhysRevE.77.066107 [sci-hub, @tor]
arXiv: 0803.1404
-
Network of epicenters of the Olami-Feder-Christensen model of earthquakes
Tiago P. Peixoto, Carmen P. C. Prado
Phys. Rev. E 74 1 016126 (2006)
DOI: 10.1103/PhysRevE.74.016126 [sci-hub, @tor]
arXiv: cond-mat/0602244
-
Statistics of epicenters in the Olami-Feder-Christensen model in two and three dimensions
Tiago P. Peixoto, Carmen P. C. Prado
Physica A 342 1-2 171--177 (2004)
DOI: 10.1016/j.physa.2004.04.075 [sci-hub, @tor]
-
Distribution of epicenters in the Olami-Feder-Christensen model
Tiago P. Peixoto, Carmen P. C. Prado
Phys. Rev. E 69 2 025101 (2004)
DOI: 10.1103/PhysRevE.69.025101 [sci-hub, @tor]
arXiv: cond-mat/0310366