Vanni Noferini

Vanni Noferini is an Associate Professor in the Department of Mathematics and Systems Analysis at Aalto University, part of the School of Science. His research focuses on numerical linear algebra, matrix theory, and their applications in network science and complex systems. He holds joint affiliations with the Mathematical Statistics and Data Science, Algebra and Discrete Mathematics, and Numerical Analysis groups within the department.

His work spans topics including matrix polynomials, eigenvalue problems, structured matrices, and the analysis of networks using algebraic and spectral methods. Notable contributions include studies on Smith forms, Riemannian optimization for matrix nearness problems, and non-backtracking centrality measures in graphs.

Noferini has authored over 50 publications in top-tier journals such as SIAM Journal on Matrix Analysis and Applications, Linear Algebra and Its Applications, and Journal of Complex Networks. His research also intersects with applications in control theory, graph algorithms, and random matrix theory.