
Harmonic Analysis and Signal Processing
The research focus on frames that are defined in terms of square-integrable unitary representations of a locally compact group
The research focus on frames that are defined in terms of square-integrable unitary representations of a locally compact group
We are interested in inverse problems for elliptic and hyperbolic equations, including Calderon's problem for electrical impedance tomography (EIT), photo-acoustic tomography (PAT), inverse scattering, Gel'fand-Calderon's problem.
The activity is mainly devoted to show the interplay between learning theory and inverse problems.
Ángel Arroyo - Inverse problems
Paolo Albini - Quantum Mechanics
Francesca Bartolucci - Harmonic Analysis
Guido Cesare - Machine Learning
Lucia Mantovani - Harmonic Analysis
Alessandro Ottazzi - Harmonic Analysis
Irene Venturi - Harmonic Analysis
Stefano Vigogna - Harmonic Analysis
Sandra Albani - Signal Analysis
Marco Baracchini - Analysis & Inverse Problems
Manuela Barone - Signal Analysis
Elisa Businelli - Harmonic Analysis
Paolo Campodonico - Analysis & Inverse Problems
Umberto De Giovannini - Machine Learning
Eugenio Dellepiane - Analysis
Francesca Dotti - Machine Learning
Laura Gemme - Machine Learning
Ilaria Giulini - Probability
Nicolò Pagliana - Machine Learning
Nicola Raffo - Signal Analysis
Arianna Romani - Harmonic Analysis
Silvia Sciutto - Analysis & Measure Theory
Silvia Sciutto - Signal Analysis
Machine Learning for Inverse Problems
Giovanni S. Alberti, Matteo Santacesaria - co-Principal Investigator
AFOSR - Air Force Office of Scientific Research
Start 2020
End 2023
Infinite-dimensional inverse problems with finite measurements
Giovanni S. Alberti - Principal Investigator
UniGe | UniGe Starting grant
Start 2019
End 2021
Applied harmonic analysis and PDEs for inverse problems in imaging
Giovanni S. Alberti - Principal Investigator
ETH Postdoctoral Fellowship: ETH Zurich & Marie-Curie actions
Start 2016
End 2018