Conducting research in Mathematics with a background in Physics has allowed me to explore various aspects of mathematics and its applications extensively. Initially, my research focused on mathematical issues within the realms of quantum mechanics, the semiclassical theory of so-called quantum chaos, statistical mechanics, and the theory of complex dynamical systems.
In recent years, I have shifted my attention towards applications of complex dynamical systems theory and information theory to study certain systems within the Life Sciences and Humanities. Specifically, I have been interested in a mathematical and physical approach to human languages and their evolution.
Recently, in collaboration with the Department of Arts at the University of Bologna, I have been developing quantitative methods for extracting narrative structures from media content, particularly television series, utilizing Large Multimodal Models.
For the past couple of years, my primary focus has been on the study of urban complexities. In collaboration with the Cineca group led by Eng. Chiara Dellacasa, I am involved in the development of urban digital twins. Specifically, I am working on constructing a geometric and physical model of the city of Bologna, leveraging aerial data such as LiDAR and orthophotos.
Additionally, I am deeply intrigued by generative A.I., particularly probabilistic diffusion models. In this regard, I have developed an evolving talk aimed at a general audience, titled "A.I.: Fake You," where I explore concepts of entropy and irreversibility to introduce artificial data generation.
