Giovanni S. Alberti
Scholar

Giovanni S. Alberti

Google Scholar ID: boBf5cgAAAAJ
Professor of Mathematical Analysis, MaLGa Center, Department of Mathematics, University of Genoa
Partial Differential EquationsInverse ProblemsApplied Harmonic AnalysisMachine Learning
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Citations & Impact
All-time
Citations
954
 
H-index
17
 
i10-index
30
 
Publications
20
 
Co-authors
45
list available
Contact
No contact links provided.
Publications
6 items
Diffusion Graph Posterior Sampling for Nonlinear Inverse Problems with Application to Electrical Impedance Tomography
2026
Cited
0
MAD: Manifold Attracted Diffusion
2025
Cited
0
Deep Unfolding Network for Nonlinear Multi-Frequency Electrical Impedance Tomography
2025
Cited
0
Compressed sensing for inverse problems II: applications to deconvolution, source recovery, and MRI
2025
Cited
0
The learned range test method for the inverse inclusion problem
arXiv.org · 2024
Cited
0
Learning a Gaussian Mixture for Sparsity Regularization in Inverse Problems
IMA Journal of Numerical Analysis · 2024
Cited
1
Resume (English only)
Co-authors
45 total
Matteo Santacesaria
Matteo Santacesaria
Associate Professor, MaLGa Center, Department of Mathematics, University of Genoa
Ernesto De Vito
Ernesto De Vito
MaLGa Machine Learning Genoa Center - Università di Genova
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Rima Alaifari
Rima Alaifari
Professor for Analysis and its Applications, RWTH Aachen
Co-author 7
Co-author 7
Matti Lassas
Matti Lassas
Professor of applied mathematics, University of Helsinki, Finland