### 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

### 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

### Inverse Problems for PDEs

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.

### Mathematics of Machine Learning

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 ResearchStart 2020

End 2023

**Infinite-dimensional inverse problems with finite measurements**

Giovanni S. Alberti - Principal Investigator

UniGe | UniGe Starting grantStart 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 actionsStart 2016

End 2018

## 2020