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MattiaBarbiere/README.md

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About Me

Hey! I'm a MSc student in applied mathematics with a passion for scientific computing. I love diving into both the theory and practice of math and computer science. Right now, I'm exploring machine learning and neural networks, especially how they can solve partial differential equations (PDEs). I enjoy working on complex problems and creating solutions that mix math with computing. Check out my projects and feel free to connect if you're into similar stuff!

Studying at

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To compliment my mathematical studies I have learned many skills. So far I have learned

In Progress...

My toolbox keeps growing with every project I do. Currently in my learning pipeline I have

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  1. PINNs_for_harmonic_maps PINNs_for_harmonic_maps Public

    Physics-Informed Neural Networks for solving non-divergence form PDE and harmonic map equations

    Jupyter Notebook

  2. Deep_Learning_against_hate_speech Deep_Learning_against_hate_speech Public

    CLIPping at Hate Speech: Multimodal Hate Speech Detection with Interpretability: Project for the course EE-559 Deep Learning at EPFL 2025

    Jupyter Notebook 1

  3. HPC_EPFL HPC_EPFL Public

    The projects of the course Parallel and High Performance Computing at EPFL in spring 2025

    C++

  4. FEM_for_Black_Scholes FEM_for_Black_Scholes Public

    This is the repo for the Numerical approximation of PDEs course at EPFL during the Spring 2025 semester

    Python