Roberto Cavoretto

About Roberto Cavoretto

Roberto Cavoretto, With an exceptional h-index of 26 and a recent h-index of 17 (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

Adaptive residual refinement in an RBF finite difference scheme for 2D time-dependent problems

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

A numerical technique based on B‐spline for a class of time‐fractional diffusion equation

Learning with partition of unity-based Kriging estimators

Roberto Cavoretto Information

University

Position

___

Citations(all)

1473

Citations(since 2020)

848

Cited By

951

hIndex(all)

26

hIndex(since 2020)

17

i10Index(all)

44

i10Index(since 2020)

27

Email

University Profile Page

Google Scholar

Top articles of Roberto Cavoretto

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

Adaptive residual refinement in an RBF finite difference scheme for 2D time-dependent problems

Computational and Applied Mathematics

G Garmanjani

M Esmaeilbeigi

R Cavoretto

2024/2

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

A numerical technique based on B‐spline for a class of time‐fractional diffusion equation

Numerical Methods for Partial Differential Equations

Pradip Roul

VMK Prasad Goura

Roberto Cavoretto

2023/1

Learning with partition of unity-based Kriging estimators

Applied Mathematics and Computation

Roberto Cavoretto

Alessandra De Rossi

Emma Perracchione

2023/7/1

iris-AperTO

Matteo Chialva

Luisa Lanfranco

Paola Bonfante

2023/2/9

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

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

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

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

Node-Binded Communities for Interpolation on Graphs

arXiv preprint arXiv:2311.04299

Roberto Cavoretto

Alessandra De Rossi

Sandro Lancellotti

Federico Romaniello

2023/11/7

Software for Approximation 2022 (SA2022)

Dolomites Research Notes on Approximation

Roberto Cavoretto

Alessandra De Rossi

2022

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

Adaptive LOOCV-based kernel methods for solving time-dependent BVPs

Applied Mathematics and Computation

Roberto Cavoretto

2022/9/15

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

Radial Basis Function Partition of Unity Methods: Solution of Problems in Applications

PROCEEDINGS OF SIMAI 2020+ 21

Roberto Cavoretto

Alessandra De Rossi

2021/10/31

See List of Professors in Roberto Cavoretto University(Università degli Studi di Torino)

Co-Authors

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