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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 → …

Keywords

  • 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

1 Citation (Scopus)
14 Downloads (Pure)

Network reconstruction and community detection from dynamics

Peixoto, T. P., 20 Sep 2019, In : Physical Review Letters. 123, 12, p. 1-7 7 p., 128301.

Research output: Contribution to journalArticle

Open Access
File
12 Citations (Scopus)

A network approach to topic models

Gerlach, M., Peixoto, T. P. & Altmann, E. G., 18 Jul 2018, In : Science Advances. 4, 7, p. 1-12 12 p., eaaq1360.

Research output: Contribution to journalArticle

Open Access
Complex networks
Linguistics
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
5 Citations (Scopus)
17 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
File
Model Selection
Inconsistency
Prediction
predictions
Model
8 Citations (Scopus)
60 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
File
Weighted Networks
Signed
Voting
Prior Knowledge
Model Selection