Alessandra De Rossi

About Alessandra De Rossi

Alessandra De Rossi, With an exceptional h-index of 22 and a recent h-index of 16 (since 2020), a distinguished researcher at Università degli Studi di Torino,

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

Node-bound communities for partition of unity interpolation on graphs

Nonsingularity of unsymmetric Kansa matrices: random collocation by MultiQuadrics and Inverse MultiQuadrics

Analyzing the effects of various isotropic and anisotropic kernels on critical heat flux prediction using Gaussian process regression

Numerical cubature on scattered data by adaptive interpolation

Bayesian approach for radial kernel parameter tuning

Choosing Kernel Shape Parameters in Partition of Unity Methods by Univariate Global Optimization Techniques

A Bayesian Approach for Simultaneously Radial Kernel Parameter Tuning in the Partition of Unity Method

Parameter Tuning in the Radial Kernel-Based Partition of Unity Method by Bayesian Optimization

Alessandra De Rossi Information

University

Position

___

Citations(all)

1343

Citations(since 2020)

722

Cited By

929

hIndex(all)

22

hIndex(since 2020)

16

i10Index(all)

40

i10Index(since 2020)

22

Email

University Profile Page

Google Scholar

Top articles of Alessandra De Rossi

Title

Journal

Author(s)

Publication Date

Node-bound communities for partition of unity interpolation on graphs

Applied Mathematics and Computation

Roberto Cavoretto

Alessandra De Rossi

Sandro Lancellotti

Federico Romaniello

2024/4/15

Nonsingularity of unsymmetric Kansa matrices: random collocation by MultiQuadrics and Inverse MultiQuadrics

arXiv preprint arXiv:2403.18017

Roberto Cavoretto

Francesco Dell'Accio

Alessandra De Rossi

Alvise Sommariva

Marco Vianello

2024/3/26

Analyzing the effects of various isotropic and anisotropic kernels on critical heat flux prediction using Gaussian process regression

Engineering Applications of Artificial Intelligence

Mandana Soleimani

Mohsen Esmaeilbeigi

Roberto Cavoretto

Alessandra De Rossi

2024/7/1

Numerical cubature on scattered data by adaptive interpolation

Journal of Computational and Applied Mathematics

Roberto Cavoretto

Alessandra De Rossi

Francesco Dell’Accio

Filomena Di Tommaso

Najoua Siar

...

2024/7/1

Bayesian approach for radial kernel parameter tuning

Journal of Computational and Applied Mathematics

Roberto Cavoretto

Alessandra De Rossi

Sandro Lancellotti

2024/5/15

Choosing Kernel Shape Parameters in Partition of Unity Methods by Univariate Global Optimization Techniques

Roberto Cavoretto

Alessandra De Rossi

Yaroslav D. Sergeyev

2023/6/14

A Bayesian Approach for Simultaneously Radial Kernel Parameter Tuning in the Partition of Unity Method

Numerical Computations: Theory and Algorithms NUMTA 2023

Federico Romaniello

Roberto Cavoretto

Alessandra De Rossi

Sandro Lancellotti

2023/6/14

Parameter Tuning in the Radial Kernel-Based Partition of Unity Method by Bayesian Optimization

arXiv preprint arXiv:2311.04289

Roberto Cavoretto

Alessandra De Rossi

Sandro Lancellotti

Federico Romaniello

2023/11/7

PROGRAM & ABSTRACTS

Costanza Conti

Mariantonia Cotronei

Alessandra De Rossi

Francesco Dell’Accio

Filomena Di Tommaso

2023/2/20

Node-Binded Communities for Interpolation on Graphs

arXiv preprint arXiv:2311.04299

Roberto Cavoretto

Alessandra De Rossi

Sandro Lancellotti

Federico Romaniello

2023/11/7

An adaptive residual sub-sampling algorithm for kernel interpolation based on maximum likelihood estimations

Journal of Computational and Applied Mathematics

Roberto Cavoretto

Alessandra De Rossi

2023/1/15

Learning with partition of unity-based Kriging estimators

Applied Mathematics and Computation

Roberto Cavoretto

Alessandra De Rossi

Emma Perracchione

2023/7/1

ATMA2021-Approximation: Theory, Methods, and Applications

Dolomites Research Notes on Approximation

Alessandra De Rossi

Filomena Di Tommaso

Costanza Conti

Mariantonia Cotronei

Francesco Dell’Accio

...

2023/1

iris-AperTO

Matteo Chialva

Luisa Lanfranco

Paola Bonfante

2023/2/9

Software implementation of the partition of unity method

Dolomites Research Notes on Approximation

Alessandra De Rossi

Roberto Cavoretto

Emma Perracchione

Sandro Lancellotti

2022/10

GBFPUM-A MATLAB package for partition of unity based signal interpolation and approximation on graphs

Dolomites Research Notes on Approximation

Alessandra De Rossi

Roberto Cavoretto

Wolfgang Erb

2022/10

RBFCUB: A numerical package for near-optimal meshless cubature on general polygons

Applied Mathematics Letters

Roberto Cavoretto

Alessandra De Rossi

Alvise Sommariva

Marco Vianello

2022/3/1

Software for Approximation 2022 (SA2022)

Dolomites Research Notes on Approximation

Roberto Cavoretto

Alessandra De Rossi

2022

Spherical data interpolation with positive preservation using radial kernels

PROCEEDINGS OF SIMAI 2020+ 21

Alessandra De Rossi

2021/10/31

Partition of unity methods for signal processing on graphs

Journal of Fourier Analysis and Applications

Roberto Cavoretto

Alessandra De Rossi

Wolfgang Erb

2021/8

See List of Professors in Alessandra De Rossi University(Università degli Studi di Torino)