26 July 2018

• Jack Thomas Parley. Deformation of glassy states in p-spin models. Rel. Andrea Pagnani. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2018
  

  

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• Ludovico Napoli. Dynamics of online social networks. Rel. Andrea Pagnani. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2018
  

  

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29 October 2018

• Matteo Dora. Analysis and modelling of biophysical processes from single-particle tracking data. Rel. Andrea Pagnani. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2018
  

  

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• Enrica Racca. Freezing and pinning in a Schelling-type system. Rel. Andrea Pagnani. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2018
  

  

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26 July 2019

• Luca Pinna. Clustering methods applied to diagnostic ultrasound of adnexal masses. Rel. Andrea Pagnani. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2019
• Matteo Magoni. Ising model subject to resetting dynamics. Rel. Andrea Pagnani, Satya N. Majumdar. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2019
  

  

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30 March 2020

• Alessio Pellegrino. The trade consequences of climate change driven disasters in nature: an Econometrical Approach - The People’s Republic of Bangladesh case. Rel. Andrea Pagnani. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2020

23 October 2020

• Letizia Bergamasco. Generative models for protein structure: A comparison between Generative Adversarial and Autoregressive networks. Rel. Enrico Magli, Stefano Tubaro, Andrea Pagnani. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2020
  

  

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• Georgi Hristov Spasov. Spatially extended touch sensation. Rel. Andrea Pagnani. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2020
  

  

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• Pietro Luigi Muzzeddu. Supercoiled knotted DNA: theory and simulations. Rel. Andrea Pagnani, Cristian Micheletti. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2020
  

  

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16 April 2021

• Matteo De Leonardis. Maximum entropy modelling for inference in biological sequences analysis. Rel. Andrea Pagnani. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
  

  

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27 July 2021

• Francesco Calvanese. Generative statistical models for RNA sequences. Rel. Andrea Pagnani, Martin Weigt. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
  

  

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26 October 2021

• Mattia Della Vecchia. Biologically plausible learning algorithms for recurrent neural networks. Rel. Andrea Pagnani, Vincent Hakim. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
  

  

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• Yuri Lombardo. Optimization of the gradient descent dynamics in simple mean field spin glasses. Rel. Andrea Pagnani, Pierfrancesco Urbani. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
  

  

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17 December 2021

• Marco Cipollini. Using Glauber-Pseudolikelihood Dynamics to Generate Artificial Proteins. Rel. Andrea Pagnani, Anna Paola Muntoni. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
  

  

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13 April 2022

• Lorenzo Di Filippo. Climate financial risk evaluation using a conditional VAR model: an application to the European electricity sector. Rel. Andrea Pagnani, Stefano Battiston. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2022

29 July 2022

• Francesco Caredda. Attention Based Direct Coupling Analysis for Protein Structure Prediction. Rel. Andrea Pagnani. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2022
  

  

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28 October 2022

• Jacopo Comoglio. HGF.jl: a Julia package for Hierarchical Gaussian Filter fitting and simulation. Rel. Andrea Pagnani. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2022
  

  

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• Andrea Salati. A Non-equilibrium model of the ParBS bacterial system. Rel. Andrea Pagnani. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2022
  

  

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• Roberto Netti. PID-APOLO locus in Arabidopsis thaliana: quantitative modelling for inferring operational principles. Rel. Andrea Pagnani, Silvia Grigolon, Olivier Martin. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2022
  

  

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• Fabio Veneto. A model of joint hippocampal and cortical representation of space and context. Rel. Andrea Pagnani, Johnatan Aljadeff. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2022
  

  

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19 December 2022

• Greivin Antonio Alfaro Miranda. Dinamica accelerata dei vetri di spin: una prova del metodo swap = Accelerated dynamics of spin-glasses: a test of the swap method. Rel. Andrea Pagnani, Leticia Cugliandolo, Marco Tarzia. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2022
  

  

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28 July 2023

• Pierluigi Proietti. Learning strategies in Kelly's horse model. Rel. Andrea Pagnani, Matteo Marsili. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2023
  

  

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• Leonardo Di Bari. Modeling the stochastic dynamics of protein evolution experiments using protein sequence landscapes. Rel. Andrea Pagnani, Martin Weigt. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2023
  

  

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• Carlo Orientale Caputo. Plasticity across neural hierarchies in artificial neural network. Rel. Andrea Pagnani, Matteo Marsili. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2023
  

  

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11 April 2024

• Alessandro Macis. Analysis of protein families using a reduced space representation and the expectation propagation method. Rel. Andrea Pagnani, Anna Paola Muntoni. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2024
  

  

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• Giovanni Peinetti. Integrating New Data into Generative Models of Biomolecular Sequences. Rel. Andrea Pagnani, Martin Weigt. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2024
  

  

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26 July 2024

• Matteo Allione. TOWARDS THE ESTIMATION OF CAUSAL NETWORKS BY THE INFORMATION IMBALANCE APPROACH. Rel. Andrea Pagnani, Alessandro Laio. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2024
  

  

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11 April 2025

• Daniele Bersano. From biased molecular simulations to unbiased free energy landscapes. Rel. Andrea Pagnani. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2025
  

  

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25 July 2025

• Maria Chiara Montorfano. Capacity of the Ant Navigation System. Rel. Andrea Pagnani, Remi Monasson. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2025
  

  

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• Sofia Marchioretto. Chemotaxis in high dimensional bacterial mixtures. Rel. Andrea Pagnani, Julien Tailleur. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2025
  

  

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• Milo Repossi. Generative Modeling: Hierarchical Feature Discovery in Undersampled Structured Data. Rel. Andrea Pagnani, Olivier Rivoire. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2025
  

  

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• Jacopo Boccato. Manipulating specificity in biological sequences with representation learning. Rel. Andrea Pagnani, Jorge Fernandez De Cossio Diaz, Simona Cocco, Remi Monasson. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2025
  

  

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• Matteo Maria Rossi. Statistical Mechanics of Two-Way Recognition. Rel. Andrea Pagnani, Jorge Fernandez De Cossio Diaz, Remi Monasson, Simona Cocco. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2025
  

  

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24 October 2025

• Angelica Di Domenico. Analyzing and Modeling non-equilibrium Brain Dynamics in Schizophrenia = Analisi e modellizzazione della dinamica cerebrale di non-equilibrio nella schizofrenia. Rel. Andrea Pagnani. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2025
  

  

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• Davide Paolino. Boltzmann inversion: measuring forces by watching movies. Rel. Andrea Pagnani, Ludovic Berthier. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2025
  

  

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• Alessandro Zorzan. Disorder Chaos in Diluted Spin Glass models and Constraint Satisfaction Problems. Rel. Andrea Pagnani. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2025
  

  

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12 December 2025

• Silvia Di Giovanni. Static representation of temporal graphs. Rel. Andrea Pagnani, Claudio Borile, Andre' Panisson. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2025
  

  

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27 March 2026

• Silvia Collicelli. Multiple Instance Learning for Differential Diagnosis of Ovarian Tumors in Ultrasound Imaging. Rel. Andrea Pagnani, Yernur Kushaliyev. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2026
  

  

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