26 July 2018

• Giuseppe Luca Tommasone. Change point detection on graphs. Rel. Alfredo Braunstein. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2018
• Paolo Pavanelli. Optimization through control based gradient descent. Rel. Alfredo Braunstein. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2018
  

  

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• Lorenzo Pacchiardi. Using random subspace training to investigate deep neural networks. Rel. Alfredo Braunstein. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2018
• Luca Manfrin. The undirected Feedback Vertex Set problem. Rel. Alfredo Braunstein. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2018
  

  

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26 July 2019

• Francesca Mignacco. Analysis Of The Discriminator’s Training In A Simple GAN Model With Statistical Physics Methods. Rel. Alfredo Braunstein, Matteo Matteucci, Lenka Zdeborova Zdeborova. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2019
• Giulia Charlotte Marina De Meijere. Dynamical approach for tumour regression: a cancer stem cell model. Rel. Alfredo Braunstein. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2019
  

  

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• Fabio Mazza. Multiscale modeling of influenza viral emergence. Rel. Alfredo Braunstein, Chiara Poletto. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2019
  

  

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• Alessandro Cappelli. Optimal binary encoding through convolutional autoencoders. Rel. Alfredo Braunstein. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2019

25 October 2019

• Enrica Racca. Neural networks in optical domain. Rel. Emiliano Descrovi, Alfredo Braunstein, Luca Dall'Asta. Politecnico di Torino, Master of science program in Nanotechnologies For Icts, 2019
  

  

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28 July 2020

• Simone Monaco. Connecting Structure and dynamics in model network glasses. Rel. Alfredo Braunstein, Frank Smallenburg. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2020
  

  

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• Stefano Crotti. Lossy compression and other hard optimization problems: a statistical physics approach. Rel. Alfredo Braunstein, Alessandro Barenghi. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2020
  

  

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• Matteo Bisardi. Towards statistical-physics inspired modeling of experimental protein evolution. Rel. Alfredo Braunstein, Martin Weigt, Francesco Zamponi. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2020
  

  

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23 October 2020

• Gianluca Boni. Characterization and forecast of online music consumption dynamics. Rel. Alfredo Braunstein, Vittorio Loreto. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2020
  

  

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• Carola Botto. Decision-Making Under Risk: the Role of Correlation in Fostering the Low-Carbon Transition. Rel. Alfredo Braunstein, Marcello Restelli, Stefano Battiston, Alan Roncoroni. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2020
  

  

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• Chiara Elisa Sabbatini. Modeling COVID-19 epidemic in Île-de-France during the first wave. Rel. Alfredo Braunstein, Vittoria Colizza. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2020
• Alessandro Favero. Spectral Analysis of Infinitely Wide Convolutional Neural Networks. Rel. Alfredo Braunstein, Matthieu Wyart. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2020
  

  

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27 July 2021

• Nicolo' Zottino. Community detection in heterogeneously attributed networks. Rel. Alfredo Braunstein, Caterina De Bacco. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
• Oscar Daniel Dufour. Decoding model for decision task under risk. Rel. Alfredo Braunstein, Rava Azeredo Da Silveira. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
  

  

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• Luca Pesce. Kernel methods performance in high dimensional phase retrieval: a statistical physics perspective. Rel. Alfredo Braunstein, Florent Krzakala. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
• Claudia Deceglie. Modeling the spread of COVID-19 in New York City and the impact of socio-economic inequalities. Rel. Alfredo Braunstein, Michele Tizzoni. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
  

  

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• Alexandre Marius Patrick Abel Nauleau. Optogenetic perturbations to unveil brain-scale functional organization in zebrafish larva. Rel. Alfredo Braunstein, Georges Debregeas, Volker Bormuth. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
  

  

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26 October 2021

• Filippo Zimmaro. Semi-supervised classification in the Censored Block Model. Rel. Alfredo Braunstein, Romain Couillet, Lorenzo Dell'Amico. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
  

  

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• Alice Longhena. A multi-scale geometric approach to compare healthy and pathological brain networks. Rel. Alfredo Braunstein, Fabrizio De Vico Fallani. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
  

  

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13 April 2022

• Francesco Udine. Image Reconstruction via Expectation Propagation with auxiliary informative variables. Rel. Alfredo Braunstein, Anna Paola Muntoni. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2022
  

  

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29 July 2022

• Luciana Tanzarella. Continuum background suppression using Deep Learning for the Belle II experiment. Rel. Alfredo Braunstein, Hans-Günther Moser. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2022
• Emanuele Calo'. Economic Complexity Algorithms in Complex Networks: Applications to Economics and Ecology. Rel. Alfredo Braunstein, Vito D. P. Servedio. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2022
  

  

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• Paul Bouchaud. Faithful playground for online social dynamics studies: a calibrated, agent-based model and recommender systems. Rel. Alfredo Braunstein, David Chavalarias. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2022
• Camille Marie Thibault. Shape formation in active liquid crystals by topological defects. Rel. Alfredo Braunstein, Carles Blanch Mercader. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2022
  

  

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28 October 2022

• Francesco Morri. Active-absorbing transition in the linear perceptron model. Rel. Alfredo Braunstein, Pierfrancesco Urbani. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2022
  

  

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• Alessandro Manenti. Deep Learning techniques for Natural Language Processing: A multilingual encoder model for NLI task. Rel. Alfredo Braunstein. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2022
  

  

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• Niccolo' Manfredi Selvaggi. A new metric for the interpretability of artificial neural networks in medical diagnosis applications. Rel. Alfredo Braunstein. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2022
  

  

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28 July 2023

• Leonardo Defilippis. Learning Generalized Linear Models with Superstatistical Covariates. Rel. Alfredo Braunstein, Bruno Loureiro. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2023
  

  

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27 October 2023

• Samantha, Jasmine Fournier. Fisica statistica del apprendimento in rete neurale recorente. Rel. Alfredo Braunstein, Pierfrancesco Urbani. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2023
  

  

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• Davide Rossetti. Machine Learning on Causality. Rel. Alfredo Braunstein, Sergio Chibbaro. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2023
  

  

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15 December 2023

• Diana Laura Monroy Merida. Modello predatore-preda di una transizione tecnologica basata sulle energie rinnovabili = Predator-Prey model of a technological renewable-based energy transition. Rel. Alfredo Braunstein, Hervé Bercegol. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2023
  

  

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26 July 2024

• Theo Marchetta. Causality in Machine Learning and the Large Dimensional Limit. Rel. Alfredo Braunstein, Cyril Furtlehner, Sergio Chibbaro. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2024
  

  

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31 October 2024

• Matteo Vogliolo. Exploring the robustness spectrum of neural networks through enhanced sampling methods. Rel. Alfredo Braunstein, Alessandro Ingrosso. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2024
  

  

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• Thomas, Nicolas, Marie Valade. Impact of inequalities on Brown to Green transition in financial markets: an agent-based approach. Rel. Alfredo Braunstein, Michael Benzaquen. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2024
  

  

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• Federico Florio. Inference of Hyperparameters in Agent-based Dynamics. Rel. Alfredo Braunstein, Stefano Crotti. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2024
  

  

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• Matteo Simeone. New tensor network contraction techniques and algorithms for the evaluation of marginals in probabilistic graphical models. Rel. Alfredo Braunstein, Stefano Crotti. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2024
  

  

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• Vasco, Nikola Zanchi. Propagation of hydroelastic waves in a thin ice sheet grown in the lab. Rel. Alfredo Braunstein, Stephane Perrard. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2024
  

  

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• Justine, Eugenie, Julie Quentin. Solidification of a water-saturated granular medium and solute migration. Rel. Alfredo Braunstein, Axel Huerre, Thomas Ceon. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2024
  

  

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25 July 2025

• Lorenzo Tonetti. Anderson localization as a percolation transition. Rel. Alfredo Braunstein, Leticia Cugliandolo, Marco Tarzia. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2025
  

  

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• Lorenzo Mensi. Learning KPZ Dynamics. Rel. Alfredo Braunstein, Alberto Rosso, Sergio Chibbaro, Cyril Furtlehner. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2025
  

  

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• Andrea Vincenzo Dell'Abate. Statistical inference with correlated disorder: the planted spin glass. Rel. Alfredo Braunstein, Louise Marie Budzynski. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2025
  

  

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24 October 2025

• Luca Camagna. Scale-Invariant Neural Networks for Percolation. Rel. Alfredo Braunstein, Cyril Furtlehner, Sergio Chibbaro, François Landes. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2025
  

  

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