Mathematics: data and modeling
People
Marco Antonio Boschetti
Full Professor
keywords:
management science, business analytics, prescriptive analytics, mathematical programming, combinatorial optimization,
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Giovanna Citti
Full Professor
keywords:
Analysis in Lie groups and subriemannian structures, surfaces in subriemannian setting, subelliptic equations,
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Pierluigi Contucci
Full Professor
keywords:
mathematical physics, statistical mechanics, disordered and complex systems, machine learning and artificial
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Giacomo De Palma
Full Professor
keywords:
quantum information theory, quantum computing, quantum machine learning, quantum statistical mechanics
Cristina Di Girolami
Assistant professor
keywords:
Stochastic Analisys, Optimal Control, Stochastic calculus for Banach space valued processes
Gianluca Giacchi
PhD Student
keywords:
Harmonic Analysis, Complex Analysis, Compressed Sensing Theory for MRI
keywords:
Inverse Problems in Engineering, Deep Learning for Science, Parameter Estimation, Landslides
Alessandro Lanza
Associate Professor
keywords:
numerical methods for non-linear, non-differentiable and non-convex optimization, inverse problems in imaging,
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Fabrizio Lillo
Full Professor
keywords:
Quantitative finance,, High frequency finance, Market microstructure, Financial networks, Systemic risk, Financial
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Emanuele Mingione
Associate Professor
keywords:
mathematical physics, statistical mechanics, disordered and complex systems, spin glasses, monomer- dimer models,
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Serena Morigi
Full Professor
Davide Palitta
Senior assistant professor (fixed-term)
keywords:
Numerical Analysis, Numerical Linear Algebra, Matrix Equations
Giovanni Paolini
Associate Professor
keywords:
Combinatorics, Topology, Group theory, Deep learning, Natural language processing
Andrea Pascucci
Full Professor
keywords:
Stochastic analysis, Stochastic (ordinary and partial) differential equations, Hypoelliptic equations,
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Michele Ruggeri
Senior assistant professor (fixed-term)
keywords:
numerical approximation of partial differential equations, finite element methods, nonlinear PDEs in materials science,
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Valeria Simoncini
Full Professor
keywords:
matrix equations, iterative methods for the solution of algebraic linear systems and for eigenvalue problems,
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Daniele Tantari
Associate Professor
keywords:
Statistical Mechanics, Spin Glasses, Neural Networks, Random Graphs, Quantitative Finance, Statistical Inference,
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Maria Carla Tesi
Associate Professor
keywords:
mathematical models of AD, Carnot groups, differential forms, compensated compactness, homogenization, statistical
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Fabiana Zama
Associate Professor
keywords:
Parameter estimation algorithms, NMR data inversion, regularization methods, finite difference schemes, nonlinear
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