Giulio Biroli

I am interested in a disparate set of topics in theoretical physics and its interdisciplinary applications. A central field of my research is statistical physics of classical and quantum systems, in particular disordered systems. As for inter-disciplinary applications I am currently working on Machine Learning and Theoretical Ecology. Although all these subjects could seem quite apart one from the other—and indeed they are thematically—which makes working on them a lot of fun, they all have some common ingredients such as dynamics in high-dimensional spaces, strong relationships with advanced modern methods in probability theory, and glassy behaviors.