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People

Grants

Most recent CHarML grants

Title Principal Investigator Funding Start End Amount
Sample complexity for inverse problems in PDE Giovanni S. Alberti - Principal Investigator EU | ERC StG 2022 2027 1.1500000000000001 M
Compressed sensing for inverse problems in PDE Giovanni S. Alberti - Principal Investigator UniGe 2021 2023 85k
Machine Learning for Inverse Problems Giovanni S. Alberti, Matteo Santacesaria - co-Principal Investigator AFOSR - Air Force Office of Scientific Research 2020 2023 220k
Infinite-dimensional inverse problems with finite measurements Giovanni S. Alberti - Principal Investigator UniGe | UniGe Starting grant 2019 2021 59k
Applied harmonic analysis and PDEs for inverse problems in imaging Giovanni S. Alberti - Principal Investigator ETH Postdoctoral Fellowship: ETH Zurich & Marie-Curie actions 2016 2018 215k

Publications

Most recent CHarML publications

Title Year Author Venue
Neural networks for classification of strokes in electrical impedance tomography on a 3d head model 2022 Candiani V. Santacesaria M. Mathematics In Engineering
Continuous wavelet frames on the sphere: The group-theoretic approach revisited 2022 Dahlke S. De Mari F. De Vito E. Hansen M. Hasannasab M. Quellmalz M. Steidl G. Teschke G. Applied and Computational Harmonic Analysis
A machine learning approach to optimal Tikhonov regularization I: Affine manifolds 2021 De Vito E. Fornasier M. Naumova V. Analysis and Applications
Infinite-dimensional inverse problems with finite measurements 2021 GS Alberti M Santacesaria ArXiv Preprint
Compressed sensing photoacoustic tomography reduces to compressed sensing for undersampled Fourier measurements 2021 GS Alberti P Campodonico M Santacesaria SIAM Journal on Imaging Sciences