#### Federico Cornalba

Department of Mathematical Sciences

- Modelling of large-scale interacting particle systems
- Analysis and numerics of stochastic PDEs of Fluctuating Hydrodynamics
- Reinforcement Learning methods

Department of Mathematical Sciences

**Dr Luca Zanetti**

Research interests:

- Unsupervised and semi-supervised learning on graphs
- Spectral graph theory
- Randomised algorithms and Markov chains

Luca’s research sits at the intersection of machine learning, discrete probability, and theoretical computer science. He is particularly interested in designing algorithms for network analysis that are simple, fast in practice, and that can be rigorously analysed. His tool of choice is spectral graph theory, which is the study of graphs through linear-algebraic means. He is also interested in random walks and other stochastic processes on graphs.

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