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alessandropedone/README.md

Welcome!

I'm currently enrolled in the Master’s degree program in Mathematical Engineering with a focus on Computational Science and Computational Learning at the Politecnico di Milano.
CV and contact information here 📄
Let's connect!

LinkedIn

Areas of interest: scientific machine learning, numerical analysis, PDEs, mathematical analysis.

Programming skills

Python Logo C++ Logo MATLAB Logo R Logo

Education

  • Theoretical Foundations of Machine Learning 2025 – PhD Course at MaLGa
  • Bachelor’s Degree in Mathematical Engineering at Politecnico di Milano [2021 - 2024]

Projects

The most intresting ones:

  • ROM project (In progress): coupling CGA-DL-ROM with a traditional solver 🔗
  • Deep Learning Projects:
    • image classification of blood cells 🔗
    • image segmentation of Mars terrain 🔗
  • Bachelor's Thesis: The Cauchy-Kowalevski theorem and some of its consequences 🔗
  • Statistical Inference Project: math performance of italian high school students 🔗

Other C++ projects:

  • Some optimization methods for real-valued functions 🔗
  • Parallel implementations of two kind of solvers for the Poisson equation in the unit square 🔗
  • Implementation of a matrix class, particularly suited for sparse matrices 🔗

Pinned Loading

  1. cauchy-kowalevski-theorem cauchy-kowalevski-theorem Public

    On the existence of local analytic solutions of PDEs

    TeX

  2. statistical-inference-project statistical-inference-project Public

    A linear regression model for math perfomance of italian high school students

    R 1

  3. anndl-hw1 anndl-hw1 Public

    Forked from fede-mat/anndl-hw1

    Blood Cell Classification - ANNDL Homework 1

    Jupyter Notebook

  4. anndl-hw2 anndl-hw2 Public

    Forked from simone-licciardi/anndl-hw2

    Mars Terrain segmentation - ANNDL Homework 2

    Jupyter Notebook

  5. coupling-CGA-DL-ROM coupling-CGA-DL-ROM Public

    Coupling CGA-DL-ROM with a traditional solver to solve multi-physics problem (MEMS simple model)

    GLSL 1

  6. cv cv Public

    cv

    TeX