Theses

Here is a list of the Master Theses carried out by former students of the our Master of Science programme

YEAR

THESIS TITLE

NAME

SURNAME

SUPERVISOR

TRACK

           

2020

Study of cellular heterogeneity of mouse cerebral cortex, through joint scRNA-seq and scATAC-seq analysis, derived from SNARE-seq technique

LORENZO

MARTINI

Stefano di Carlo and Roberta Bardini (Politecnico di Torino)

National

2020

Learning capabilities of belief propagation based algorithms for sparse binary neural networks

CHEN YI

ZHANG

Luca Dall'Asta (Politecnico di Torino) and Jean Barbier (ICTP)

International

2020

Spatially extended touch sensation

GEORGI HRISTOV

SPASOV

Massimo Vergassola (Institut Pasteur, Paris)

National

2020

Modeling COVID-19 epidemic in Île-de-France during the first wave

CHIARA ELISA

SABBATINI

Vittoria Colizza (Sorbonne Université)

International

2020

Phase transition in vehicular traffic: a Boltzmann-type kinetic approach

ADELE

RAVAGNANI

Andrea Tosin (Politecnico di Torino) and Mattia Zanella (Padua University)

National

2020

How has evolution shaped our decision making? A Neural Network Agent Based Model for the development of heuristics

VALERIA

NANOTTI

Matteo Giuliani (Politecnico di Milano) and Didier Sornette (ETH Zuerich)

National

2020

Supercoiled knotted DNA: theory and simulations

PIETRO LUIGI

MUZZEDDU

Cristian Micheletti (SISSA)

International

2020

A coding approach to statistical inference

EMANUELE

MASSA

Matteo Marsili (ICTP)

International

2020

Spectral Analysis of Infinitely Wide Convolutional Neural Networks

ALESSANDRO

FAVERO

Wyart Matthieu (Ecole Polytechnique Paris)

International

2020

Bosonic Binary Mixture in a 4-well Ring

ALESSANDRA

CONTESTABILE

Vittorio Penna (Politecnico di Torino)

National

2020

A Statistical Physics approach to financial bubbles: Ising-like modeling of social imitation in an Agent-based multi-asset market

DAVIDE

CIVIDINO

Didier Sornette and Rebecca Westphal (ETH Zuerich)

International

2020

Dynamics for large q-Potts model in 2d

FRANCESCO

CHIPPARI

Marco Picco (LPTHE, Sorbonne Université)

National

2020

Application of renormalization group techniques to the solution of integrals and Schrodinger eigenvalue equations

ALBERTO GIUSEPPE

CATALANO

Andrea Trombettoni (Univ. of Trieste) and Roberto Piazza (Politecnico di Milano)

International

2020

Decision-Making Under Risk: the Role of Correlation in Fostering the Low-Carbon Transition

CAROLA

BOTTO

Marcello Restelli (Politecnico di Milano) and Stefano Battiston (Univ. Zuerich)

International

2020

Characterization and forecast of online music consumption dynamics.

GIANLUCA

BONI

Alfredo Braunstein (Politecnico di Torino) and Vittorio Loreto (LaSapienza Univ., Rome)

International

2020

Nuclear Quantum Effects on Hydrogen Diffusion via Langevin-based Molecular Dynamics

NICCOLO'

AVALLONE

Fabio Finocchi and Simon Huppert (Université Sorbonne)

International

2020

Many-body dynamics of fermionic open quantum systems

LORENZO

ROSSO

Leonardo Mazza and Stefano Longhi (Université Paris-Saclay)

International

2020

Many-body localization in open quantum systems

DANIELE

NELLO

Laura Foini and Alberto Rosso (Université Paris-Saclay)

International

2020

Connecting Structure and dynamics in model network glasses

SIMONE

MONACO

Frank Smallenburg (Univ. Paris-Saclay)

International

2020

Lossy compression and other hard optimization problems: a statistical physics approach

STEFANO

CROTTI

Alfredo Braunstein (Politecnico di Torino) e Alessandro Barenghi (Politecnico di Milano)

National

2020

Designing models using machine learning: one-body reduced density matrices and spectra

ANDREA

COSTAMAGNA

Jean-Pascal Rueff (CNRS, Palaiseau)

International

2020

Towards statistical-physics inspired modeling of experimental protein evolution

MATTEO

BISARDI

Martin Weigt (Université Sorbonne)

International

2020

Interaction between energetic particles and axisymmetric modes in magnetically confined fusion plasmas

TOMMASO

BARBERIS

Franco Porcelli (Politecnico di Torino)

National

2020

Active matter and collective motion

EVELYN

CAMACHO SOBERON

Denis Bartolo (ENS Lyon)

International

2020

Herding Behavior in Latent Order Books

GIOVANNI MICHELE

CHERCHI

Luca Dall'Asta (Politecnico di Torino)

International

2020

The trade consequences of climate change driven disasters in nature: an Econometrical Approach - The People's Republic of Bangladesh case.

ALESSIO

PELLEGRINO

Andrea Pagnani (Politecnico di Torino)

International

2019

The role of open-mindedness in shaping opinions: theory and empirical results

ALBERTO

BRACCI

Vittorio Loreto (Univ. La Sapienza, Roma) & Luca Dall'Asta (Politecnico di Torino)

International

2019

Time Between The Maximum And The Minimum Of One-dimensional Brownian Motion

FRANCESCO

MORI

Satya Majumdar (Université Paris Sud), Paolo Biscari (Politecnico di Milano)

International

2019

Analysis Of The Discriminator's Training In A Simple GAN Model With Statistical Physics Methods

FRANCESCA

MIGNACCO

A. Braunstein, M. Matteucci, and L. Zdeborova (CEA Saclay, France)

International

2019

Clustering methods applied to diagnostic ultrasound of adnexal masses

PINNA

LUCA

A. Pagnani (Politecnico di Torino)

International

2019

Correlation in heart beat time series during exercise

GIORGIO

ANGELOTTI

T. Emig (Université Paris Sud - CNRS)

International

2019

The role of disorder in the yielding transition of amorphous solids

SAVERIO

ROSSI

Gilles Tarjus (Université Sorbonne - CNRS)

International

2019

Optimal binary encoding through convolutional autoencoders

ALESSANDRO

CAPPELLI

Alfredo Braunstein (Politecnico di Torino)

International

2019

Multiscale modeling of influenza viral emergence

FABIO

MAZZA

Alfredo Braunstein (Politecnico di Torino) & Chiara Poletto (Université Sorbonne - INSERM)

International

2019

Pairing and topological phases in cold atoms with long range interactions

LORENZO

GOTTA

Guillaum Roux & Leonardo Mazza & Pascal Simon (Université Paris Sud)

International

2019

Equilibrium model of fundamentalist and noise traders in a multi-asset framework

EMILY

DAMIANI

Didier Sornette (ETH Zürich)

International

2019

Towards a universal model for structured microbial populations

IRENE

LAMBERTI

Anne-Florence Bitbol (Université Sorbonne)

International

2019

Non Perturbative Renormalization Group Approach to Kraichnan Model : Calculation of the two point Correlation Function

TOMMASO

REDAELLI

Léonie Canet (Univesité Grenoble)

International

2019

Dynamical approach for tumour regression: a cancer stem cell model

GIULIA CHARLOTTE MARINA

DE MEIJERE

Martine Ben Amar (LPS, Ecole Normale Supérieure, Paris)

International

2019

Representations of cortical activity using Restricted Boltzmann Machine

LEONARDO

AGUECI

Rémi Monasson (CNRS - Ecole Normale Supérieure)

International

2019

Ising model subject to resetting dynamics

MATTEO

MAGONI

Satya N. Majumdar (CNRS, Université Paris Sud)

International

2019

Clustering methods applied to diagnostic ultrasound of adnexal masses

LUCA

PINNA

Andrea Pagnani (Politecnico di Torino)

International

2018

A mechanism for the latent liquidity revealing into the limit order book

LORENZO

DALL'AMICO

Luca Dall'Asta (Politecnico di Torino)

International

2018

Structural, Electronic and Magnetic Instabilities in Candidate Quantum Spin Liquid Honeycomb Iridates

STEFANO

FALLETTA

Giacomo Ghiringhelli (Politecnico di Milano)

International

2018

Horse-race between decision-making models: Quantum Decision Theory and 'Classical' counterparts

GIUSEPPE MARIA

FERRO

Didier Sornette (ETH Zürich)

International

2018

Optical Analogue Of Self-Gravitating Systems

MARTINO

LOVISETTO

Bruno Marcos (Université de Nice)

International

2018

The undirected Feedback Vertex Set problem

LUCA

MANFRIN

Alfredo Braunstein (Politecnico di Torino)

International

2018

Will we ever learn? - An attempt to clarify convergence of learning in games

LUCA

MUNGO

J. Doyne Farmer (Oxford University)

International

2018

Dynamics of online social networks

LUDOVICO

NAPOLI

Janos Kertesz (Central European University)

International

2018

Using random subspace training to investigate deep neural networks

LORENZO

PACCHIARDI

Alfredo Braunstein (Politecnico di Torino)

International

2018

Deformation of glassy states in p-spin models

JACK THOMAS

PARLEY

Pierfrancesco Urbani (Université Paris-Saclay)

International

2018

Optimization through control based gradient descent

PAOLO

PAVANELLI

Hilbert J. Kappen (Radboud University)

International

2018

Non-equilibrium dynamics in the fully connected Bose-Hubbard model

ANDREA

PIZZI

Karyn LeHur (Ecole Polytechnique) and Fabrizio Dolcini (Politecnico di Torino)

International

2018

The effect of a noise trader on the equilibrium in repeated prediction markets

ANDREA

SOMAZZI

Giulio Bottazzi (Sant'Anna School of Advanced Studies, Pisa)

International

2018

Change point detection on graphs

GIUSEPPE LUCA

TOMMASONE

Alfredo Braunstein (Politecnico di Torino)

International

2018

Business strategies in Darknet marketplaces. Subtitle: An attempt to model competition in the framework of Economic Complexity

GIANGIACOMO

DELLA TORRE

Didier Sornette (ETH Zürich)

International

2018

Analysis and modelling of biophysical processes from single-particle tracking data

MATTEO

DORA

David Holcman (Ecole Normale Supérieure, Paris)

International

2018

Heterogeneous Vicsek Model

GIORDANO

FAUSTI

Hugues Chaté (CEA Saclay)

International

2018

Freezing and pinning in a Schelling-type system

ENRICA

RACCA

Julien Randon-Furling (Université Panthéon-Sorbonne, Paris)

International

2018

Inverse Problem in Legionella Outbreaks

SAMUEL

SALINI

José J. Ramasco and Riccardo Gallotti (IFISC, Balearic Islands)

International

2018

Microrheology of Actin Networks

MATHIEU

LE VERGE SERANDOUR

Hervé Turlier (Université Paris-Diderot)

International

2017

Picturing Spacetime as a Quantum Many-Body System

DANIELE

BIELLI

Goffredo Chirco (MPI Potsdam)

International

2017

Synchronized State In Power Grids. Kuramoto Model With Asymmetric Population Of Oscillators

SIMONE

BLANCO MALERBA

Stefan Wieland (CEA)

International

2017

Information, Quantum Complexity And Black Holes

FRANCESCO

BORDERI

Scott Aaronson (Austin Univ)

International

2017

Superconducting Qubits For Quantum Annealing

LORENZO

BUFFONI

Andrea Trombettoni (SISSA)

International

2017

Large Deviations Of Random Walks On Random Graphs

FRANCESCO

COGHI

Hugo Touchette (NiTheP)

International

2017

Randomized Algorithms For Unsupervised Learning

MARCO

DI GIOVANNI

Igor Carron (LightON)

International

2017

Generalized Version Of The Marginal Simulation Algorithm For The Analysis Of Stochastic Reaction Networks

LORENZO

DUSO

Christoph Zechner (MPI Dresden)

International

2017

Learning Dynamics Of Restricted Boltzmann Machines

GIANCARLO

FISSORE

Aurélien Decelle (UPSUD)

International

2017

Developement Of Message Passing Algorithms (Amp, Vamp) Related To Compressed Sensing Problems In Tomography And Super-Resolution Imaging

ALEXIS SERGE

GLADILINE-BOZIO

Florent Krzakala (UPMC)

International

2017

Critical Dynamics Of A Non-Dissipative Statistical Model For The Description Of Biological Systems

LUCA

GRANDINETTI

Andrea Cavagna (CNR Roma)

International

2017

A Heuristic For Model Selection Of Spin Models Of Arbitrary Order

LUIGI

GRESELE

Matteo Marsili (ICTP)

International

2017

Experimental Implementation Of Qkd Protocol By Using An Integrated Heralded Single Photon Source.

FRANCESCO

LANCELLOTTI

Fabio Grazioso (Montreal)

International

2017

Principles Of Swarm Intelligence

CLAUDIO

LEONE

Antonio Celani (ICTP)

International

2017

Epidemic Spreading In Modular Time-Varying Networks

MATTHIEU

NADINI

Nicola Perra (Greenwich Univ.)

International

2017

Dynamical Model Of Cancer Stem Cell Population

FABRIZIO

OLMEDA

Martine Ben Amar (UPMC)

International

2017

Quantum Annealing Algorithm For 3-Xorsat Problems

ALESSANDRO

PICCINNO

Antonello Scardicchio (ICTP)

International

2017

Accelerating Deep Neural Networks With Random Projections

IACOPO

POLI

Igor Carron (LightON)

International

2017

Superconductivity In Electrochemically Gated Diamond Thin Films: Ab-Initio Computations And Experimental Results

DAVIDE

ROMANIN

Renato Gonnelli (PoliTO) and Matteo Calandra (UPMC)

International

2017

Stochastic Hydrodynamic Equations For Dry Active Matter

GENNARO

TUCCI

Hugues Chaté (CEA)

International

2016

Geometria D'Impacchettamento Denso Del Dna Virale

LUCA

BARBERI

Martin Lenz (LPT PSUD)

International

2016

Loops And Gauge Transformations In Model Selection

ALBERTO

BERETTA

Matteo Marsili (ICTP)

International

2016

Storage Properties And Hard-Sphere Packing In Perceptron And Support Vector Machines

GIOVANNI

CATANIA

Silvio Franz (UPSUD)

International

2016

Control Of Information Cascades On General Networks

LUCA

CORINZIA

Nicolas Vayatis (ENS Cachan)

International

2016

Two-Sites Pseudolikelihood Inference Approach For Protein Contact Prediction

FULVIO

GRIGOLATO

Andrea Pagnani (PoliTO)

International

2016

A Stochastic Model For Cellular Dynamics

IVAN

PALAIA

Vincent Hakim (ENS Paris)

International

2016

Record Statistics

LORENZO

PALMIERI

Gregory Schehr (CNRS and PSUD)

International

2016

Statistics And Ballistic Transport From A Quench Of Two Ising Chains

GABRIELE

PERFETTO

Andrea Gambassi (SISSA)

International

2016

Dopaminergic Neuron Response To Inhibition: The Effect Of Ethanol And Nicotine

MIRKO

PIEROPAN

Boris Gutkin (ENS Paris)

International

2016

A Game Theoretical Approach To A Multi-Agent System

CRISTINA

PINNERI

Matteo Marsili (ICTP)

International

2016

Winning The Competition: Enhancing Counter-Contagion In Sis-Like Markov Processes

STEFANO

SARAO

Nicolas Vayatis (ENS Cachan)

International

2016

Quantum Phase Transitions In Open Dissipative Light-Matter Systems

ORAZIO

SCARLATELLA

Marco Schirò (IPT-CEA Saclay)

International

2016

Dissipative Dynamics On The Bloch Sphere, Stochastic Trajectories And Geometry

ANTONIO

SCLOCCHI

Karyn LeHur (Ecole Polytechnique)

International

2016

Molecular Simulations Of Aqueous Electrolytes In Nanoporous Carbon: Blue Energy And Water Desalination

MICHELE

SIMONCELLI

Mathieu Salanne (CNRS, UPMC)

International

2015

Floquet Analysis Of Time-Periodic 1D Lieb-Liniger Model System In Low-Energy Regime

GIANMICHELE

BLASI

Giuseppe Mussardo (SISSA)

International

2015

Mechanical Response Of Disordered Viscoelastic Networks

FEDERICO

BOCCI

Martin Lenz (LPT PSUD)

International

2015

Study Of The Stationary Solutions Of A Reaction-Diffusion Model For Riot Dynamics

GIULIO

BONDANELLI

Henri Berestycki (EHESS) and Jean Pierre Nadal (LPS-ENS)

International

2015

A Random Network Approach To Liquid Water

CARLO

CAMPAJOLA

Matteo Marsili and Ali Hassanali (ICTP)

International

2015

Inference Of Capabilities In Production Networks

FEDERICO

DEVALLE

Matteo Marsili (ICTP)

International

2015

Local Dynamical Correlations In A Quantum Spin Chain Out Of Equilibrium

CARLA

LUPO

Marco Schirò (IPT-CEA Saclay)

International

2015

The Link Between Action And Language: An Fmri Study

KIANA

MANSOUR POUR

Raffaella Rumiati (SISSA)

International

2015

Long-Range Percolation In One Dimension

MARCO

MICHELANGELI

Andrea Trombettoni, Giacomo Gori (SISSA)

International

2015

Relativistic Attractive Bose-Einstein Condensate as Self-Sustained Critical System: A Black Hole Analogue?

MATTEO

NORI

Stefano Liberati, Andrea Trombettoni (SISSA)

International

2015

Frequencies Of Multilocus Genotypes In Sib Recombinant

MARIANYELA SABINA

PETRIZZELLI

Olivier Martin (INRA, Gif-sur-Yvette)

International

2015

Decoding Of Space Representation In The Hippocampus With Statistical Physics Techniques

LORENZO

POSANI

Rémi Monasson (ENS)

International

2015

Structured Models For Neural Networks

CHIARA BEATRICE

SALVEMINI

Delphine Salort (UPMC)

International

2015

Regularized Network Inference From Diffusion Observations

MATTEO

SESIA

Nicolas Vayatis (ENS Cachan)

International

2015

Non-Perturbative Effects In Quantum Field Theory: Vacuum Expectation Values Of The Sinh-Gordon Model

DAVIDE

SQUIZZATO

Giuseppe Mussardo (SISSA)

International

2015

Percolazione Nel Voter Model Bidimensionale

ALESSANDRO

TARTAGLIA

Leticia Cugliandolo (UPMC)

 

2015

Quantum Effects In Biology - Light-Harvesting Complexes

MASSIMILIANO

TRIPPA

Antonio Celani (ICTP)

International

2014

Modulation Of Electric Transport Properties Of Carbon-Based Materials By Electrochemical Gating

MOHAMMED

ABDELAZIZ BASHAR

Renato Gonnelli (PoliTO)

International

2014

Modeling, Simulation And Study Of Two-Dimensional Dissociated Neuronal Cultures: Growth Process, Topology, Activity

MICHELE

AGAMENNONE

Samuel Bottani (Univ. Paris Diderot)

International

2014

Ergodicity In Molecular Dynamics Simulations Using Global Thermostats

ANDREA

CESARI

Giovanni Bussi (SISSA)

International

2014

Cortical Interneurons Clustering By Advanced Statistical Physics Methods

DANIELE

CONTI

Riccardo Zecchina (PoliTO)

International

2014

Message Passing Approach To The Dynamics Of Opinione Spreading

DARIO

COTTAFAVA

Alessandro Pelizzola (PoliTO)

International

2014

Phase Diagram Of Multi-Lane Driven Diffusive Systems

AGNESE ILARIA

CURATOLO

Julien Tailleur (Univ. Paris Diderot)

International

2014

Properties Of A Variational Approximation For Stationary States Of Ising-Like Models

ERICA

GEDDA

Alessandro Pelizzola (PoliTO)

International

2014

Extreme Value Statistics For The Fractional Brownian Motion

FEDERICA

GERACE

Kay J. Wiese (ENS Paris) and Alberto Rosso (CNRS Saclay)

International

2014

An Agent Based Toy Economic Model

FRANCESCO

GIANOLI

Marco Tarzia (UPMC)

International

2014

Ramsey Model: Dynamics Of A One Sector Growth Model With Heterogeneous Agents And Irreversible Investment_X000D_

RICCARDO GIUSEPPE

MARGIOTTA

Denis Ullmo (UPSUD)

International

2014

Robust Inference Of Causal Models: Applications To Spontaneous Activity Of Zebrafish Brain

FRANCESCA

MASTROGIUSEPPE

Hervé Isambert (Institut Curie)

International

2014

Modelling, Design And Fabrication Of A New Microfluidic Device For Rare Cells Capture

MARCO

SERRA

Jean-Louis Viovy (Institut Curie)

International

2014

Record Statistics Of Non Gaussian Time Series

FRANCESCA

SOZZI

Damien Challet (Ecole Centrale Paris)

International

2014

Plaquette Models For Glasses (Modelli A Placchette Per I Sistemi Vetrosi)

STEFANO

SPIGLER

Silvio Franz (UPSUD)

International

2013

Cavity Method For Analysing Graph Structures

ROBERTA

CHIARO

Alfredo Braunstein & Riccardo Zecchina (PoliTO)

International

2013

Trasferimento Del Protone In Acqua Liquida: Studio Del Modello Zundel Con Tecniche Quantum Monte Carlo.

MARIO

DAGRADA

Marco Saitta (UPMC)

International

2013

Multiple Time-Step Approach To The Sampling Of Rare Events In Molecular Dynamics Simulations.

MARCO JACOPO

FERRAROTTI

Giovanni Bussi (SISSA)

International

2013

Detecting Overlapping Random Subgraphs Using Statistical Mechanics Tools

ANNA PAOLA

MUNTONI

Alfredo Braunstein & Riccardo Zecchina (PoliTO)

International

2012

Statistical Physics Of Compressed Sensing

JEAN

BARBIER

Florent Krzakala (UPMC)

International

2012

Adaptive Cluster Algorithm

LUCA

CONCA

Simona Cocco (ENS Paris)

International

2012

Neuronal Correlations In Equilibrium And Nonequilibrium Models

GAIA

TAVONI

Nicolas Brunel (Paris Descartes)

International