Foto del Ricercatore

Francesco Della Santa

Assistant Professor | Dipartimento di Scienze Matematiche G. L. Lagrange | Politecnico di Torino, Turin, Italy

Courses
Theses
Other

Courses

  1. Mathematics for Artificial Intelligence

    Original title: Matematica per l'Intelligenza Artificiale

    Teaching Assistant

    Bachelor course in Mathematical Engineering, Politecnico di Torino

    A.Y.s: from 2020/2021 to Present

    Language: italian

  2. Numerical Optimization for Large Scale Problems and Stochastic Optimization

    Teaching Assistant

    Master course in Data Science and Engineering, Politecnico di Torino

    A.Y.s: from 2019/2020 to Present

    Language: english

  3. Computational Linear Algebra for Large Scale Problems

    Teaching Assistant

    Master course in Data Science and Engineering, Politecnico di Torino

    A.Y.s: from 2019/2020 to Present

    Language: english

  4. Programming and Scientific Computating

    Original title: Programmazione e Calcolo Scientifico

    Teaching Assistant

    Bachelor course in Mathematical Engineering, Politecnico di Torino

    A.Y.s: 2018/2019, 2019/2020

    Language: italian

  5. Numerical Methods for Scientific Computing

    Original title: Metodi Numerici per il Calcolo Scientifico

    Teaching Assistant

    Master course in Aerospace Engineering, Politecnico di Torino

    A.Y.s: 2018/2019

    Language: italian

Master Theses

  1. Deep Learning-Based Field Mapping and Similarity Index Extraction for Tactical Analysis in Football

    Candidate: Giuseppe Enrico Giannì

    Supervisor: F. Della Santa

    Master degree in Data Science and Engineering, Politecnico di Torino

    December 2024

  2. Surrogate Models for Parametric PDEs via Graph-Informed Neural Networks

    Candidate: Susanna Olivero

    Supervisors: F. Della Santa, M. Strazzullo

    Master degree in Data Science and Engineering, Politecnico di Torino

    October 2024

  3. A Pre-Processing Framework for Mitigating Representation Bias in Machine Learning Classification Algorithms

    Candidate: Annalisa Deiana

    Supervisors: F. Della Santa, A.A.A. "Hakim" Qahtan (Utrecht University)

    Master degree in Mathematical Engineering, Politecnico di Torino

    July 2024

  4. User-interactive selection of optimal trade-off solutions in Multi-Objective Optimization

    Candidate: Giuseppe Enrico Giannì

    Supervisor: F. Della Santa

    Master degree in Mathematical Engineering, Politecnico di Torino

    March 2024

Other