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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

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

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

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

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Research Output 2004 2018

3 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
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
2 Citations (Scopus)

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
2 Citations (Scopus)

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
1 Citations (Scopus)

Reconstructing Networks with Unknown and Heterogeneous Errors

Peixoto, T. P., 16 Oct 2018, In : Physical Review X. 8, 4, p. 1-28 28 p., 041011.

Research output: Contribution to journalArticle

Open Access