Giuseppe Alessio D'Inverno

Postdoctoral researcher @ LMO, Université Paris-Saclay

Orsay, Île-de-France, France

About

Research Interests My research interests are focused on, but not limited to, mathematical foundations of Deep Learning models; in particular I've been focusing on the approximation universality and generalization capabilities of Graph Neural Networks. Moreover, I've been working on numerical models for PDE, exploring the field of Scientific Machine Learning and in specific of Physics Informed Neural Networks. In general, I always get interested in challenging tasks whose solution could improve life quality of people. About me I am a Christian, all my lifestyle is based on my faith. I enjoy playing a lot of instruments besides the violin: viola, piano, electric bass, guitar, and last but not least, the ukulele.

Experience

  • Postdoctoral Researcher at Université Paris-Saclay
    Feb 2026 - Present · 5 mos

  • Orchestra Player at Amat - Accademia Musica Arte Teatro
    Dec 2020 - Present · 5 yrs 7 mos

    1st Violin

  • Orchestra Player at Orchestra La Filharmonie
    2018 - Present · 8 yrs 6 mos

  • Orchestra Player at Orchestra Città di Grosseto
    2012 - Present · 14 yrs 6 mos

  • Postdoctoral Researcher at SISSA mathLab
    Feb 2024 - Feb 2026 · 2 yrs 1 mo