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• Martina Alutto. Feedback Control Policies and Network Effects in Epidemics Models. Rel. Fabio Fagnani, Giacomo Como. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Alberto Amore. Implementazione di modelli di ottimizzazione in python mediante Pyomo e DOCplex: applicazione ad un caso aziendale = Python implementation of optimization models with Pyomo and DOCplex: a case study. Rel. Paolo Brandimarte. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
• Azeddine Atrass. Dynamics of blood pressure perturbations in veins. Rel. Carlo Ferraresi, Leonardo Ermini, Silvestro Roatta, Carmen Visconte. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
• Andrea Attili. The demand for public transport: analysis of mobility patterns and bus stops. Rel. Silvia Anna Chiusano. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Giuseppe Aventaggiato. Zero-Risk Society. Rel. Luca Dall'Asta, Didier Sornette. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
  

  

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• Valentina Avigliano. Modelli previsionali di produzione di rifiuti nel territorio = Model-based prediction of the territory waste production. Rel. Gianluca Mastrantonio, Edoardo Fadda. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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B

• Francesca Ballatore. A continuum mechanical model to predict the growth of Glioblastoma Multiforme and the deformation of white matter tracts. Rel. Chiara Giverso, Andrea Borio, Giulio Lucci. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Ludovico Bessi. Object detection from onboard vehicle camera. Rel. Tatiana Tommasi. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Lorenzo Bonasera. Heuristics for the solution of Mixed-Integer Linear Programming problems. Rel. Paolo Brandimarte. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Simona Maria Borrello. Time-dependent traveling salesman problems: a case study in waste management. Rel. Paolo Brandimarte, Edoardo Fadda. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
• Francesco Bosio. Ranking tramite crowdsourcing: metodo dei minimi quadrati su grafi = Ranking through crowdsourcing: a graph-based least-square approach. Rel. Alberto Tarable. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Marco Bottino. Study on the effects of children's screen time activity on their mental health and brain structure. Rel. Gianluca Mastrantonio, Fabrizio Pizzagalli. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Mauro Bruno. Studio delle dinamiche della produzione di fattori di crescita nei tumori e gli effetti di terapie sull'estinzione delle cellule produttrici = Dynamics of production of growth factors in tumors and effects of therapies upon the extinction of producer cells. Rel. Marcello Edoardo Delitala. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Matteo Butano. Un'applicazione della teoria dei giochi in campo medio alla dinamica dei pedoni. = A Mean-Field Games Application to Pedestrian Dynamics. Rel. Luca Dall'Asta, Denis Ullmo. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
  

  

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C

• 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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• Luca Campanello. Problema del commesso viaggiatore: un punto di vista basato sul feedback positivo = Travel salesman problem: a model based on positive feedback. Rel. Luigi Preziosi, Marco Scianna. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Sara Campi. Approcci innovativi nello sviluppo di modelli di Machine Learning per la previsione di churn sui clienti residenziali gas&power = Innovative approches in developing Machine Learning models for gas&power residential customer churn prevention. Rel. Paolo Garza. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Davide Carocci. A recommendation banking system based on Oracle Stream Analytics and real-time feedback analysis. Rel. Stefano Berrone. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
• Luca Cataldo. Social dynamics with quantized states: simulations and analytical results. Rel. Francesca Maria Ceragioli. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Angelo Cetrangolo. Reduced order methods for inverse problem in CFD. Rel. Claudio Canuto, Gianluigi Rozza. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• 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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• Carmelo Riccardo Civello. Markovian modeling and simulations for the cost-public health return analysis of prevention campaigns. Rel. Fabio Fagnani, Giacomo Como. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Andrea Costa. Algoritmi di intelligenza artificiale applicati ai processi della produzione industriale. Analisi e studio per il perfezionamento di una linea per il confezionamento di prodotti ortofrutticoli = Artificial Intelligence Algorithms Applied to Industrial Production Processes. Analysis for the Refinement of a Packaging Line for Fruit. Rel. Paolo Brandimarte. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
• Corrado Costanzi. Differential Machine Learning – A key tool for practical risk management. Rel. Paolo Brandimarte. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Simona Cucchiara. Analysis of unsteady turbulent flows through Proper Orthogonal Decomposition. Rel. Luigi Preziosi, Davide Carlo Ambrosi. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021

D

• Sara De Candia. Modeling the boundaries of social norms online. Rel. Luca Dall'Asta, Francesco Bonchi. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
  

  

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• 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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• 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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• Giulia Della Croce Di Dojola. Technical variability versus biological heterogeneity in single-cell RNA-sequencing data. Rel. Enrico Bibbona, Gianluca Mastrantonio. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• 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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• Diego Destino. Generation of conforming meshes in complex geological formations starting from point clouds describing internal interfaces. Rel. Stefano Berrone. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Costantino Di Bello. A model of non-interacting particles in one dimension under resetting dynamics. Rel. Alessandro Pelizzola. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
  

  

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• Francesca Di Giovanni. Minimal parsimonious chunking of written language: investigating the storage-computation trade-off as a driving principle in chunk formation. Rel. Alessandro Pelizzola, Davide Crepaldi. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
  

  

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• Alberto Dinelli. Self-organization of active mixtures. Rel. Alessandro Pelizzola, Julien Tailleur, Martin Lenz. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
  

  

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• Margherita Doria. Machine Learning approach for credit score analysis. Rel. Patrizia Semeraro. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Alessandra Dragonetti. Le equazioni alle differenze applicate allo studio di alcuni modelli economici = Difference equations applied to the study of some economic models. Rel. Valeria Chiado' Piat. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• 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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F

• Virginia Fagioni. Analysis of Options and Option Pricing in the Automotive Market. Rel. Paolo Garza. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
• Valeria Fama'. Extrinsic vs. Intrinsic noise-induced bimodality in post transcriptional regulation experiments. Rel. Carla Bosia. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
  

  

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• Lidia Fantauzzo. On the Challenges of Federated Learning in Semantic Segmentation across Domains. Rel. Barbara Caputo, Debora Caldarola, Fabio Cermelli, Antonio Tavera. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021

G

• Andrea Gardetto. Ricerca di anomalie su sistemi ingegneristici attraverso metodi di intelligenza artificiale = Artificial Intelligence based anomaly detection on engineered systems. Rel. Francesco Vaccarino, Alessandro De Gregorio, Antonio Mastropietro. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Simone Gauzolino. Un’analisi corrente e previsionale dei movimenti contabili con l’ausilio della Business Intelligence = Current forecasting of business transactions using Business Intelligence. Rel. Mauro Gasparini. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
• Christian Gondoletta. Early Warning Systems for Wildfire Hazard in Italy: a Sensor Network-Based Approach. Rel. Luigi Preziosi, Andrea Trucchia. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
• Samuel Grassi. Modelli predittivi della saliency nelle rappresentazioni grafiche dei dati = Predictive models of saliency in abstract data visualizations. Rel. Fulvio Corno, Luigi De Russis, Luisa Fernanda Barrera Leon. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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I

• Sara Isnardi. A machine learning models comparison for wildfire susceptibility maps at the regional scale: the case of Liguria region, Italy. Rel. Luigi Preziosi, Andrea Trucchia. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
• Anna Ivagnes. Data Enhanced Reduced Order Methods for Turbulent Flows. Rel. Claudio Canuto, Gianluigi Rozza. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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L

• Irene Leone. Alberi frattali e applicazioni grafiche = Fractal Trees and graphic applications. Rel. Valeria Chiado' Piat. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Giuseppe Leoni. Data-driven learning of an optimal control policy for Wave Energy Converters: A comparison of metamodels. Rel. Paolo Brandimarte, Edoardo Pasta. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
• Valentina Licari. Considerazioni sulla possibilità di formulare alcune leggi evolutive della crescita volumetrica di aggregati cellulari come equazioni dinamiche di teorie meccaniche dei processi anelastici = Considerations on the possibility of formulating some evolution laws of the volumetric growth of cellular aggregates as dynamic equations of mechanical theories of anelastic processes. Rel. Alfio Grillo, Salvatore Di Stefano. Politecnico di Torino, Master of science program in Mathematical Engineering, 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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• 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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• Gianluigi Lopardo. Explainable AI for business decision-making. Rel. Elena Maria Baralis, Frédéric Precioso, Damien Garreau, Greger Ottosson. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Adrian Khalil Lopez Raven, Eugenio Marinelli. Unsupervised video anomaly detection using 3D CNNs and novelty detection techniques. Rel. Andrea Giuseppe Bottino. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
  

  

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M

• Valentina Manzone. Business intelligence tramite piattaforma Qlik Sense: Un caso di studio = Business Intelligence using Qlik Sense platform: A case study. Rel. Tania Cerquitelli. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Laura Marioni. Exploiting deep learning techniques for stock price prediction. Rel. Tania Cerquitelli. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Simone Martone. Incorporating prototypes into a Neural-Symbolic architecture. Rel. Fabrizio Lamberti, Lia Morra. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
• Giacomo Masali. Spread and containment of infectious disease epidemics: a kinetic approach. Rel. Andrea Tosin, Nadia Loy. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Erika Milletti. Scambiabilità nei modelli di rischio di credito = Exchangeability in credit risk models. Rel. Patrizia Semeraro. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Davide Bruno Morciano. Strategie di controllo basate su intelligenza artificiale per la gestione energetica degli edifici = Artificial intelligence based control strategies for buildings energy management. Rel. Alfonso Capozzoli, Silvio Brandi. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021

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• Vito Napoli. Formulazioni frazionaria e frattale del modello di Poisson-Nernst-Planck per la propagazione del potenziale di membrana in una cellula nervosa = Fractional and fractal formulation of the Poisson-Nernst-Planck model for the propagation of the membrane potential in neurons. Rel. Alfio Grillo, Ariel Ramirez Torres. Politecnico di Torino, Master of science program in Mathematical Engineering, 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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• Maria Carolina Palescandolo. Sviluppo e analisi di una piattaforma digitale per la simulazione della strategia in opzioni finanziare = Development and analysis of a digital platform for strategy simulation in financial options. Rel. Alessandro Fiori. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Lorenzo Paletto. Ottimizzazione statica di portafoglio: analisi comparativa di approcci robusti e basati sui fattori = Static portfolio optimization: comparative analysis of robust and factor based approaches. Rel. Paolo Brandimarte. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Raffaele Paolino. Spatial Networks in Geometric Deep Learning. Rel. Enrico Magli, Giulia Fracastoro, Gitta Kutyniok, Ron Levie. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Federico Paolucci. Lagrangian heuristic for Capacitated Lot Sizing Problems. Rel. Paolo Brandimarte, Edoardo Fadda. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Davide Papapicco. A neural network framework for reduced order modelling of non-linear hyperbolic equations in computational fluid dynamics. Rel. Claudio Canuto. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Paolo Pastore. Predictive maintenance on a Permanent Magnet Synchronous Motor's battery. Rel. Tania Cerquitelli. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Nicolo' Perello. A Particle-Based Analysis of the Saltation Process: Models, Numerical Methods and Tests. Rel. Luigi Preziosi, Roberto Nuca. Politecnico di Torino, Master of science program in Mathematical Engineering, 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
• Francesco Saverio Pezzicoli. Graph Neural Networks for glassy materials. Rel. Andrea Antonio Gamba, François Landes. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
  

  

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• Francesco Picasso. A CHANGE POINT MODEL FOR VARIABILITY ANALYSIS OF A MANUFACTURING PROCESS. Rel. Mauro Gasparini, Daniele Cappelletti, Enrico Bibbona. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Daniele Plutino. Gestione del Rischio di Tasso di Interesse: Applicazioni di Programmazione Stocastica in ambito Asset-Liability Management = Interest Rate Risk Management: Stochastic Programming Applications to Asset-Liability Management. Rel. Paolo Brandimarte. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Maura Podda. Caratterizzazione e analisi di dati in un’ottica di genere: caso di studio nel contesto delle discipline STEM = Data analysis and characterization from a gender perspective: a case study in the context of the STEM disciplines. Rel. Tania Cerquitelli, Arianna Montorsi. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Emanuele Ricco. Complex Systems Methods to describe Financial Time Series. Rel. Luca Dall'Asta, Elio Stocchi. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
  

  

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• Pierluigi Rizza. Modellizzazione della dinamica di orientazione di cellule sotto sforzo = Cell re-orientation and remodelling over a stretched substrate. Rel. Luigi Preziosi. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Giulia Rizzello. De-escalation per la Doppia Terapia Antiaggregante per pazienti con Sindrome Coronarica Acuta dopo un Intervento Coronarico Percutaneo: una Network Meta-analisi di studi randomizzati e controllati = De-escalation of Dual Antiplatelet Therapy for patients with Acute Coronary Syndrome after Percutaneous Coronary Intervention: a Network Meta-analysis of randomised controlled trials. Rel. Mauro Gasparini. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Massimiliano Romana. Analisi della non linearità nei processi di trasporto negli acquiferi = Detecting nonlinearity in groundwater transport processes. Rel. Ilaria Butera, Luca Ridolfi. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Edoardo Roppolo. Machine Learning nel Direct Marketing. Rel. Roberto Fontana. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Davide Rosso. Incompressible flows around a square cylinder using adaptive virtual element methods. Rel. Claudio Canuto. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Francesco Maria Russo. The Zero Risk Society : A COVID application. Rel. Luca Dall'Asta, Didier Sornette. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
  

  

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• Serena Russo. Modellizzazione della diffusione di una malattia infettiva mediante equazioni cinetiche per metapopolazioni = Modeling the spread of an infectious disease by kinetic equation for metapopulations. Rel. Andrea Tosin, Nadia Loy. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Francesco Saracco. Fault detection and explanation applied to engine control unit data = Fault detection and explanation applied to engine control unit data. Rel. Francesco Vaccarino. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Ilaria Scagno. Topological informed optimization of car-sharing resources allocation. Rel. Francesco Vaccarino, Luca Vassio, Alessandro De Gregorio, Alessandro Ciociola. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Valeria Schellino. Bayesian Hierarchical models for presence-availability data, with application to GPS locations of bears and wolves. Rel. Gianluca Mastrantonio. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Luca Semeraro. Signature development for the detection of Pulmonary Hypertension. Rel. Mauro Gasparini, Matthieu Villeneuve. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Pierfrancesco Siena. A machine learning-based reduced order model for the investigation of the blood flow patterns in presence of a stenosis of the left main coronary artery. Rel. Claudio Canuto, Gianluigi Rozza. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Sara Spalice. Modellizzazione matematica dell'evoluzione fenotipica di tumori in condizioni di ipossia = Mathematical modeling on phenotypic evolution of tumors in hypoxic conditions. Rel. Tommaso Lorenzi, Luigi Preziosi, Chiara Giverso. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Davide Straziota. Predictive relevance in dynamical systems. Rel. Luca Dall'Asta, Matteo Marsili, Iacopo Mastromatteo, Michael Benzaquen. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2021
  

  

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• Gioana Teora. Implementazione e confronto di due diverse basi polinomiali nella costruzione VEM in 2D e 3D = A comparison between two different polynomial bases and their implementation in the construction of VEM in 2D and 3D. Rel. Stefano Berrone, Andrea Borio. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Tommaso Toso. Analysis of learning dynamics in heterogeneous routing games. Rel. Giacomo Como. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• Michela Trapani. Algoritmi di dinamiche di sciami di particelle per l’ottimizzazione del Machine Learnin = Algorithms for swarm dynamics employed to optimization problems. Rel. Marco Scianna, Luigi Preziosi. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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• 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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• 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
• Kairi Zuccarino. Sistemi crittografici post-quantum su curve ellittiche = Post quantum cryptography over elliptic curves. Rel. Laura Capuano. Politecnico di Torino, Master of science program in Mathematical Engineering, 2021
  

  

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