معرفی
Dr. Luca Zanetti is a Lecturer at the University of Bath's Department of Mathematical Sciences and a member of the Institute for Mathematical Innovation (IMI). His research focuses on the intersection of machine learning, discrete probability, and theoretical computer science, with an emphasis on designing efficient network analysis algorithms. He holds a PhD and is affiliated with multiple research institutions.
Key research interests include algorithm design for unsupervised/supervised learning on graphs, Markov chain analysis, graph clustering, and spectral methods. His work bridges theoretical foundations with practical applications in network science and computational mathematics.
Zanetti's recent publications explore topics like Boltzmann transport algorithms, Elo rating systems via Markov chains, and geometric bounds for mixing times. He leads the EPSRC-funded project 'Balanced Allocation Meets Queueing Theory' (2024–2025), demonstrating expertise in both theoretical and applied research.
He is actively supervising doctoral students on network analysis and machine learning topics. His research has been recognized with Open Access publications and collaborations across mathematics, computer science, and engineering disciplines.
