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Personal profile

Research interests

My research focuses on characterizing, identifying and explaining large-scale patterns found in the structure and function of complex network systems — representing diverse phenomena with physical, biological, technological or social origins — using principled approaches from statistical physics, nonlinear dynamics and Bayesian inference.

For more information visit my personal site.

External positions

Researcher, ISI Foundation

1 Nov 2015 → …


  • Network Science
  • Statistical Physics
  • Bayesian Inference
  • Applied Mathematics
  • QC Physics
  • Statistical Physics

Fingerprint Dive into the research topics where Tiago De Paula Peixoto is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

inference Physics & Astronomy
Earthquake Mathematics
Boolean Networks Mathematics
earthquakes Physics & Astronomy
topology Physics & Astronomy
Model Selection Mathematics
resilience Physics & Astronomy
modules Physics & Astronomy

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2004 2019

Network reconstruction and community detection from dynamics

Peixoto, T. P., 26 Mar 2019, In : ArXiv e-prints.

Research output: Contribution to journalArticle

9 Citations (Scopus)

A network approach to topic models

Gerlach, M., Peixoto, T. P. & Altmann, E. G., 1 Jul 2018, In : Science Advances. 4, 7, eaaq1360.

Research output: Contribution to journalArticle

Open Access
Complex networks
Learning systems
Statistical Models

Change points, memory and epidemic spreading in temporal networks

P. Peixoto, T. & Gauvin, L., 19 Oct 2018, In : Scientific Reports. 8, 1, 15511.

Research output: Contribution to journalArticle

Open Access
4 Citations (Scopus)
15 Downloads (Pure)

Consistencies and inconsistencies between model selection and link prediction in networks

Vallès-Català, T., Peixoto, T. P., Sales-Pardo, M. & Guimerà, R., 28 Jun 2018, In : Physical Review E. 97, 6, p. 1 - 12 12 p., 062316.

Research output: Contribution to journalArticle

Open Access
Model Selection
5 Citations (Scopus)
50 Downloads (Pure)

Nonparametric weighted stochastic block models

Peixoto, T. P., 16 Jan 2018, In : Physical Review E. 97, 1, 19 p., 012306.

Research output: Contribution to journalArticle

Open Access
Weighted Networks
Prior Knowledge
Model Selection