Marco Donatelli

About Marco Donatelli

Marco Donatelli, With an exceptional h-index of 27 and a recent h-index of 17 (since 2020), a distinguished researcher at Università degli Studi dell'Insubria, specializes in the field of numerical linear algebra, discrete ill-posed problems.

His recent articles reflect a diverse array of research interests and contributions to the field:

Whiteness-based bilevel learning of regularization parameters in imaging

Analysis on aggregation and block smoothers in multigrid methods for block Toeplitz linear systems

Multigrid for two-sided fractional differential equations discretized by finite volume elements on graded meshes

Fractional graph Laplacian for image reconstruction

Improved parameter selection strategy for the iterated Arnoldi-Tikhonov method

A note on the convergence of multigrid methods for the Riesz-space equation and an application to image deblurring

A smoothing analysis for multigrid methods applied to tempered fractional problems

and Elena Loli Piccolomini³ 1 Harbin Institute of Technology, Shenzhen, Shenzhen, China {bianchi, liwenbin}@ hit. edu. cn 2 University of Insubria, Como, Italy

Marco Donatelli Information

University

Position

Department of Science and High Technology

Citations(all)

2457

Citations(since 2020)

1176

Cited By

1803

hIndex(all)

27

hIndex(since 2020)

17

i10Index(all)

63

i10Index(since 2020)

34

Email

University Profile Page

Università degli Studi dell'Insubria

Google Scholar

View Google Scholar Profile

Marco Donatelli Skills & Research Interests

numerical linear algebra

discrete ill-posed problems

Top articles of Marco Donatelli

Title

Journal

Author(s)

Publication Date

Whiteness-based bilevel learning of regularization parameters in imaging

arXiv preprint arXiv:2403.07026

Carlo Santambrogio

Monica Pragliola

Alessandro Lanza

Marco Donatelli

Luca Calatroni

2024/3/10

Analysis on aggregation and block smoothers in multigrid methods for block Toeplitz linear systems

arXiv preprint arXiv:2403.02139

Matthias Bolten

Marco Donatelli

Paola Ferrari

Isabella Furci

2024/3/4

Multigrid for two-sided fractional differential equations discretized by finite volume elements on graded meshes

Journal of Computational and Applied Mathematics

Marco Donatelli

Rolf Krause

Mariarosa Mazza

Ken Trotti

2024/7/1

Fractional graph Laplacian for image reconstruction

Applied Numerical Mathematics

Stefano Aleotti

Alessandro Buccini

Marco Donatelli

2024/6/1

Improved parameter selection strategy for the iterated Arnoldi-Tikhonov method

arXiv preprint arXiv:2404.08321

Marco Donatelli

Davide Furchì

2024/4/12

A note on the convergence of multigrid methods for the Riesz-space equation and an application to image deblurring

arXiv preprint arXiv:2403.16352

Danyal Ahmad

Marco Donatelli

Mariarosa Mazza

Stefano Serra-Capizzano

Ken Trotti

2024/3/25

A smoothing analysis for multigrid methods applied to tempered fractional problems

Linear and Multilinear Algebra

Danyal Ahmad

Marco Donatelli

Mariarosa Mazza

S Serra-Capizzano

Ken Trotti

2023/8/9

and Elena Loli Piccolomini³ 1 Harbin Institute of Technology, Shenzhen, Shenzhen, China {bianchi, liwenbin}@ hit. edu. cn 2 University of Insubria, Como, Italy

Scale Space and Variational Methods in Computer Vision: 9th International Conference, SSVM 2023, Santa Margherita di Pula, Italy, May 21–25, 2023, Proceedings

Davide Bianchi¹

Marco Donatelli

Davide Evangelista

Wenbin Li¹

2023/5/9

A reduced-order model based on cubic B-spline basis function and SSP Runge–Kutta procedure to investigate option pricing under jump-diffusion models

Engineering Analysis with Boundary Elements

Mostafa Abbaszadeh

Yasmin Kalhor

Mehdi Dehghan

Marco Donatelli

2023/5/1

Fractional Differential Equations: Modeling, Discretization, and Numerical Solvers

Angelamaria Cardone

Marco Donatelli

Fabio Durastante

Roberto Garrappa

Mariarosa Mazza

...

2023/6/16

A data-dependent regularization method based on the graph Laplacian

arXiv preprint arXiv:2312.16936

Davide Bianchi

Davide Evangelista

Stefano Aleotti

Marco Donatelli

Elena Loli Piccolomini

...

2023/12/28

Estimating the trace of matrix functions with application to complex networks

Numerical Algorithms

Rafael Díaz Fuentes

Marco Donatelli

Caterina Fenu

Giorgio Mantica

2023/1

Theoretical and numerical aspects of a non-stationary preconditioned iterative method for linear discrete ill-posed problems

Journal of Computational and Applied Mathematics

Alessandro Buccini

Marco Donatelli

Lothar Reichel

2023/5/15

Convergence analysis and parameter estimation for the iterated Arnoldi-Tikhonov method

arXiv preprint arXiv:2311.11823

Davide Bianchi

Marco Donatelli

Davide Furchì

Lothar Reichel

2023/11/20

Graph Laplacian and Neural Networks for Inverse Problems in Imaging: GraphLaNet

Davide Bianchi

Marco Donatelli

Davide Evangelista

Wenbin Li

Elena Loli Piccolomini

2023/5/10

On the matrices in B‐spline collocation methods for Riesz fractional equations and their spectral properties

Numerical Linear Algebra with Applications

Mariarosa Mazza

Marco Donatelli

Carla Manni

Hendrik Speleers

2023/1

Symbol based convergence analysis in block multigrid methods with applications for Stokes problems

Applied Numerical Mathematics

Matthias Bolten

Marco Donatelli

Paola Ferrari

Isabella Furci

2023/11/1

Scale Space and Variational Methods in Computer Vision: 9th International Conference, SSVM 2023, Santa Margherita di Pula, Italy, May 21–25, 2023, Proceedings

Jan Lellmann

Martin Burger

Jan Modersitzki

2019/6/21

Symbol based convergence analysis in multigrid methods for saddle point problems

Linear Algebra and its Applications

Matthias Bolten

Marco Donatelli

Paola Ferrari

Isabella Furci

2023/8/15

Matrices associated to two conservative discretizations of Riesz fractional operators and related multigrid solvers

Numerical Linear Algebra with Applications

Marco Donatelli

Rolf Krause

Mariarosa Mazza

Matteo Semplice

Ken Trotti

2022/10

See List of Professors in Marco Donatelli University(Università degli Studi dell'Insubria)

Co-Authors

H-index: 54
Raymond H. Chan

Raymond H. Chan

City University of Hong Kong

H-index: 38
Rolf Krause

Rolf Krause

Università della Svizzera Italiana

H-index: 35
James Nagy

James Nagy

Emory University

H-index: 34
carla manni

carla manni

Università degli Studi di Roma Tor Vergata

H-index: 31
Hendrik Speleers

Hendrik Speleers

Università degli Studi di Roma Tor Vergata

academic-engine