Research Overview
I am a PhD student in Applied Mathematics at Politecnico di Torino. My work explores how topological and structural constraints shape representation, capacity, and generalization in both biological and artificial intelligence.
Applied Topology
Utilizing TDA and discrete calculus for networks and higher-order topological structures.
Cognitive Science & AI
Mathematical modeling of cognitive constraints and tradeoffs in representational learning.
Neural Loss Landscape
Investigating the theoretical properties of loss landscapes, focusing on symmetries and learning dynamics.
Higher-order Networks
Studying scales and topology in higher-order networks and their associated dynamics.
Selected Publications
Publications
For the most up-to-date list of publications, visit my Google Scholar profile.
Illustrations
Beyond mathematics, I like to draw and paint. Here are some of my works.
