Valeria Simoncini

Valeria Simoncini

Università degli Studi di Bologna

H-index: 49

Europe-Italy

About Valeria Simoncini

Valeria Simoncini, With an exceptional h-index of 49 and a recent h-index of 28 (since 2020), a distinguished researcher at Università degli Studi di Bologna, specializes in the field of Matrix Computations, Numerical Analysis, Scientific Computing.

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

TRUNCATED LSQR FOR MATRIX LEAST SQUARES PROBLEMS AND APPLICATION TO DICTIONARY LEARNING

Analysis of the truncated conjugate gradient method for linear matrix equations

Optimization Problems for PDEs in Weak Space-Time Form

State-dependent Riccati equation feedback stabilization for nonlinear PDEs

New Directions in Applied Linear Algebra

Regularized methods via cubic subspace minimization for nonconvex optimization

Sketched and truncated polynomial Krylov methods: Evaluation of matrix functions

On some structural properties of generalized Lyapunov eigenproblems and application to operator preconditioning

Valeria Simoncini Information

University

Position

Professor of Numerical Analysis

Citations(all)

8582

Citations(since 2020)

2834

Cited By

7080

hIndex(all)

49

hIndex(since 2020)

28

i10Index(all)

107

i10Index(since 2020)

74

Email

University Profile Page

Università degli Studi di Bologna

Google Scholar

View Google Scholar Profile

Valeria Simoncini Skills & Research Interests

Matrix Computations

Numerical Analysis

Scientific Computing

Top articles of Valeria Simoncini

Title

Journal

Author(s)

Publication Date

TRUNCATED LSQR FOR MATRIX LEAST SQUARES PROBLEMS AND APPLICATION TO DICTIONARY LEARNING

Valeria Simoncini

Lorenzo Piccinini

2024/2/4

Analysis of the truncated conjugate gradient method for linear matrix equations

SIAM Journal on Matrix Analysis and Applications

Valeria Simoncini

Yue Hao

2023/3/31

Optimization Problems for PDEs in Weak Space-Time Form

Oberwolfach Reports

Helmut Harbrecht

Angela Kunoth

Valeria Simoncini

Karsten Urban

2023/10/6

State-dependent Riccati equation feedback stabilization for nonlinear PDEs

Advances in Computational Mathematics

Alessandro Alla

Dante Kalise

Valeria Simoncini

2023/2

New Directions in Applied Linear Algebra

John Pearson

Jennifer Pestana

David Silvester

Valeria Simoncini

2023/8/27

Regularized methods via cubic subspace minimization for nonconvex optimization

arXiv preprint arXiv:2306.14290

Stefania Bellavia

Davide Palitta

Margherita Porcelli

Valeria Simoncini

2023/6/25

Sketched and truncated polynomial Krylov methods: Evaluation of matrix functions

arXiv preprint arXiv:2306.06481

Davide Palitta

Marcel Schweitzer

Valeria Simoncini

2023/6/10

On some structural properties of generalized Lyapunov eigenproblems and application to operator preconditioning

Bollettino dell'Unione Matematica Italiana

Valeria Simoncini

Daniele Toni

2023/11/28

Numerical solution of a class of quasi-linear matrix equations

Linear Algebra and its Applications

Margherita Porcelli

Valeria Simoncini

2023/5/1

Sketched and truncated polynomial krylov subspace methods: Matrix equations

arXiv preprint arXiv:2311.16019

Davide Palitta

Marcel Schweitzer

Valeria Simoncini

2023/11/27

An ultraweak space-time variational formulation for the wave equation: Analysis and efficient numerical solution

ESAIM: Mathematical Modelling and Numerical Analysis

Julian Henning

Davide Palitta

Valeria Simoncini

Karsten Urban

2022/7/1

The short-term rational Lanczos method and applications

SIAM Journal on Scientific Computing

Davide Palitta

Stefano Pozza

Valeria Simoncini

2022

A matrix-oriented POD-DEIM algorithm applied to semilinear differential matrix equations

arXiv preprint arXiv:2006.13289

Gerhard Kirsten

Valeria Simoncini

2021

The Sherman–Morrison–Woodbury formula for generalized linear matrix equations and applications

Numerical linear algebra with applications

Yue Hao

Valeria Simoncini

2021/10

A Tensor-Train Dictionary Learning algorithm based on Spectral Proximal Alternating Linearized Minimization

arXiv preprint arXiv:2107.11644

Domitilla Brandoni

Margherita Porcelli

Valeria Simoncini

2021

Matrix equation solving of PDEs in polygonal domains using conformal mappings

Journal of Numerical Mathematics

Yue Hao

Valeria Simoncini

2021/9/27

A low-rank matrix equation method for solving PDE-constrained optimization problems

SIAM Journal on Scientific Computing

Alexandra Bünger

Valeria Simoncini

Martin Stoll

2021

A spectral PALM algorithm for matrix and tensor-train based Dictionary Learning

arXiv preprint arXiv:2107.11644

Domitilla Brandoni

Margherita Porcelli

Valeria Simoncini

2021/7/24

Functions of rational Krylov space matrices and their decay properties

Numerische Mathematik

Stefano Pozza

Valeria Simoncini

2021/5

Matrix oriented reduction of space-time Petrov-Galerkin variational problems

Julian Henning

Davide Palitta

Valeria Simoncini

Karsten Urban

2021/5/1

See List of Professors in Valeria Simoncini University(Università degli Studi di Bologna)

Co-Authors

H-index: 106
T F Chan

T F Chan

King Abdullah University of Science and Technology

H-index: 53
Michele Benzi

Michele Benzi

Scuola Normale Superiore di Pisa

H-index: 42
DANIEL B. SZYLD

DANIEL B. SZYLD

Temple University

H-index: 40
Vladimir Druskin

Vladimir Druskin

Worcester Polytechnic Institute

H-index: 40
Andreas Frommer

Andreas Frommer

Bergische Universität Wuppertal

H-index: 34
Ilaria Perugia

Ilaria Perugia

Universität Wien

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