20 April 2018

1. Abdeljalil Hajjoubi. A Machine Learning approach to Predictive Control: study on a real industrial application. Rel. Elena Maria Baralis, Sophie Fosson, Rosaria Rossini. Politecnico di Torino, Master of science program in Computer Engineering, 2018
   

   

   Preview

29 October 2018

1. Alessandro Bortoletto. Modeling and simulation of the Martini & Rossi production process. Rel. Stefano Alberto Malan, Sophie Fosson, Maurizio Fantino. Politecnico di Torino, Master of science program in Mechatronic Engineering, 2018

27 July 2021

1. Simone Pirrera. A polynomial optimization approach to gray-box system identification. Rel. Diego Regruto Tomalino, Vito Cerone, Sophie Fosson. Politecnico di Torino, Master of science program in Mechatronic Engineering, 2021

27 October 2023

1. Lorenzo Brusca. Applications of Machine Learning Techniques to Graph Neural Networks: Design of an Algorithm for the Maximum Independent Set and Minimum Vertex Cover Problems. Rel. Giulia Fracastoro, Sophie Fosson. Politecnico di Torino, Master of science program in Communications And Computer Networks Engineering, 2023
   

   

   Preview

15 December 2023

1. Giovanni Catalano, Corrado Raiola. Implementation of a novel control-based training algorithm for recurrent neural networks. Rel. Sophie Fosson, Vito Cerone, Simone Pirrera, Diego Regruto Tomalino. Politecnico di Torino, Master of science program in Mechatronic Engineering, 2023
2. Luca Dordoni. Sparsification of deep neural networks via ternary quantization. Rel. Enrico Magli, Giulia Fracastoro, Sophie Fosson, Andrea Migliorati, Tiziano Bianchi. Politecnico di Torino, Master of science program in Physics Of Complex Systems, 2023
   

   

   Preview
3. Claudia Cafasso, Edoardo Imperatrice. A neural network approach to direct data-driven control design. Rel. Diego Regruto Tomalino, Vito Cerone, Sophie Fosson, Simone Pirrera. Politecnico di Torino, Master of science program in Mechatronic Engineering, 2023

11 April 2024

1. Roberto Bramucci. Distributed dynamic estimation for cyber-physical systems. Rel. Sophie Fosson, Diego Regruto Tomalino. Politecnico di Torino, Master of science program in Computer Engineering, 2024
   

   

   Preview

31 October 2024

1. Camilla Zulli. A DNN-based algorithm for multi-constraint intelligent reentry guidance techology for hypersonic gliding vehicle. Rel. Diego Regruto Tomalino, Sophie Fosson, Lin Cheng. Politecnico di Torino, Master of science program in Computer Engineering, 2024
   

   

   Preview
2. Alessandro Midili. Efficient implementation of feedback control-based optimization algorithms. Rel. Diego Regruto Tomalino, Simone Pirrera, Sophie Fosson. Politecnico di Torino, Master of science program in Mechatronic Engineering, 2024

13 December 2024

1. Francesco Licata. Convolutional neural networks in system identification. Rel. Diego Regruto Tomalino, Sophie Fosson, Simone Pirrera. Politecnico di Torino, Master of science program in Mechatronic Engineering, 2024

24 October 2025

1. Federico Paglialunga. Development of direct data-driven control methods with stability guarantee. Rel. Diego Regruto Tomalino, Sophie Fosson, Simone Pirrera. Politecnico di Torino, Master of science program in Computer Engineering, 2025
2. Simone Vincenzo Cilia. Observer-based secure state estimation for multi-agents systems subjected to adversial sensor attacks. Rel. Diego Regruto Tomalino, Sophie Fosson, Francesco Ripa. Politecnico di Torino, Master of science program in Mechatronic Engineering, 2025
   

   

   Preview
3. Paolo Cagliero. Resource allocation techniques for planning the teaching timetable. Rel. Renato Ferrero, Sophie Fosson. Politecnico di Torino, Master of science program in Computer Engineering, 2025
   

   

   Preview