Our Team

My research is focused on the development of efficient algorithms for graph signal processing and machine learning on graphs and simplicial complexes.

The topic of my PhD thesis (@ GSSI, Italy) was the topological and numerical stability of simplicial complexes.

I work on the intersection of Topological Data Analysis, Topological Signal Processing, and Network Science. In particular, I try to relate large-scale topological and geometric structure back to local(ised) information in complex data sets. My favourite animal is the cow.

Most of my research is focused on higher-order networks, specifically cell complexes. In this area, I have papers and python packages on both signal processing on and random models for cell complexes,

I am also working on control of power distribution systems using AI.

I currently work on modeling statistical relations between entities through higher order structures. Furthermore, I am interested in flow dynamics and their relationship to social networks.

I apply diverse mathematical tools—particularly Network Science, Complex Systems, Statistical Mechanics, Graph Theory, Dynamical Systems, and Topological Data Analysis—in multidisciplinary data-driven research.