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Giovanni Catania

Departamento de Física Teórica · Universidad Complutense

https://researchid.co/giovact
@ucm.es
146Google Scholar Citations
7Google Scholar h-index
4Google Scholar i10-index

Research Interests

Statistical physics, machine learning, disordered systems, epidemic spreading, high-dimensional inference

Recent Google Scholar Publications

  1. The symmetric perceptron: A teacher-student scenario
    Physica A: Statistical Mechanics and its Applications, 131544 , 2026, 2026
  2. Uncovering statistical structure in large-scale neural activity with Restricted Boltzmann Machines
    arXiv preprint arXiv:2603.11032 , 2026, 2026 | Citations: 1.0
  3. On the role of non-linear latent features in bipartite generative neural networks
    SciPost Physics 19 (6), 141 , 2025, 2025 | Citations: 1.0
  4. Phenomenological psychopathology meets machine learning: A multicentric retrospective study (Mu. St. ARD) targeting the role of Aberrant Salience assessment in psychosis detection
    Schizophrenia Research 281, 147-156 , 2025, 2025 | Citations: 4.0
  5. Small-Coupling Dynamic Cavity: a Bayesian mean-field framework for epidemic inference
    Physical Review Research 7 (2), 023089 , 2025, 2025 | Citations: 7.0

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