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James Cook University Singapore
University of Edinburgh
University of Oxford
La Sapienza, University of Rome
La Sapienza, University of Rome
La Sapienza, University of Rome
My research lies at the intersection of network science, stochastic processes, and statistical mechanics. I study how random walks and dynamical processes interact with the structure of complex networks, with particular interests in network coarse-graining, network inference, and the preservation of dynamical properties under compression.
I also work on mathematical education, with a focus on knowledge representation in automated assessment, modelling of mathematical competence, and the use of technology to support learning in university mathematics.
Connectivity is a fundamental concept in network science, characterizing how interactions propagate through indirect pathways. While numerous connectivity metrics exist, such as …
We propose an approximation for the first return time distribution of random walks on undirected networks. We combine a message-passing solution with a mean-field approximation to …
In this paper, we introduce ergodic sets, subsets of nodes of the networks that are dynamically disjoint from the rest of the network (i.e. that can never be reached or left …
Spin glasses (SGs) are paradigmatic models for physical, computer science, biological, and social systems. The problem of studying the dynamics for SG models is nondetermistic …