Emma Perracchione

SIAM J. Sci. Comput., February, 2024

A recipe based on Lebesgue functions for learning Variably Scaled Kernels via Discontinuous Neural Networks (ΔNN-VSKs).

[BibT_eX]

[DOI]

Gianluca Audone

Francesco Della Santa

Sandra Pieraccini

CoRR, 2024

RIS: Regularized Imaging Spectroscopy for STIX on-board Solar Orbiter.

[BibT_eX]

[DOI]

CoRR, 2024

Forecasting Geoffective Events from Solar Wind Data and Evaluating the Most Predictive Features through Machine Learning Approaches.

[BibT_eX]

[DOI]

Sabrina Guastavino

Katsiaryna Bahamazava

CoRR, 2024

Greedy feature selection: Classifier-dependent feature selection via greedy methods.

[BibT_eX]

[DOI]

CoRR, 2024

AI-FLARES: Artificial Intelligence for the Analysis of Solar Flares Data.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Learning with Partition of Unity-based Kriging Estimators.

[BibT_eX]

[DOI]

Appl. Math. Comput., July, 2023

Unbiased CLEAN for STIX in Solar Orbiter.

[BibT_eX]

[DOI]

CoRR, 2023

Mapped Variably Scaled Kernels: Applications to Solar Imaging.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications - ICCSA 2023 Workshops, 2023

2022

Local-to-Global Support Vector Machines (LGSVMs).

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Efficient Reduced Basis Algorithm (ERBA) for Kernel-Based Approximation.

[BibT_eX]

[DOI]

J. Sci. Comput., 2022

Interpolation with the polynomial kernels.

[BibT_eX]

[DOI]

CoRR, 2022

Forward-fitting STIX visibilities.

[BibT_eX]

[DOI]

Anna Volpara

Paolo Massa

Andrea Francesco Battaglia

CoRR, 2022

Stable interpolation with exponential-polynomial splines and node selection via greedy algorithms.

[BibT_eX]

[DOI]

Adv. Comput. Math., 2022

2021

Data-Driven Extrapolation Via Feature Augmentation Based on Variably Scaled Thin Plate Splines.

[BibT_eX]

[DOI]

Rosanna Campagna

J. Sci. Comput., 2021

A greedy non-intrusive reduced order model for shallow water equations.

[BibT_eX]

[DOI]

J. Comput. Phys., 2021

Greedy algorithms for learning via exponential-polynomial splines.

[BibT_eX]

[DOI]

CoRR, 2021

Imaging from STIX visibility amplitudes.

[BibT_eX]

[DOI]

CoRR, 2021

Data-driven reduced order modeling of environmental hydrodynamics using deep autoencoders and neural ODEs.

[BibT_eX]

[DOI]

Sourav Dutta

Peter Rivera-Casillas

CoRR, 2021

Feature augmentation for the inversion of the Fourier transform with limited data.

[BibT_eX]

[DOI]

Anna Maria Massone

Michele Piana

CoRR, 2021

Multivariate approximation at fake nodes.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2021

Learning via variably scaled kernels.

[BibT_eX]

[DOI]

Cristina Campi

Adv. Comput. Math., 2021

2020

Shape-Driven Interpolation With Discontinuous Kernels: Error Analysis, Edge Extraction, and Applications in Magnetic Particle Imaging.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2020

Polynomial interpolation via mapped bases without resampling.

[BibT_eX]

[DOI]

J. Comput. Appl. Math., 2020

Developing food, water and energy nexus workflows.

[BibT_eX]

[DOI]

Int. J. Digit. Earth, 2020

Visibility Interpolation in Solar Hard X-ray Imaging: Application to RHESSI and STIX.

[BibT_eX]

[DOI]

CoRR, 2020

2019

RBF-Based Partition of Unity Methods for Elliptic PDEs: Adaptivity and Stability Issues Via Variably Scaled Kernels.

[BibT_eX]

[DOI]

J. Sci. Comput., 2019

Fast and stable rational RBF-based partition of unity interpolation.

[BibT_eX]

[DOI]

Stefano De Marchi

Ángeles Martínez

J. Comput. Appl. Math., 2019

2018

Optimal Selection of Local Approximants in RBF-PU Interpolation.

[BibT_eX]

[DOI]

J. Sci. Comput., 2018

2017

Positive constrained approximation via RBF-based partition of unity method.

[BibT_eX]

[DOI]

J. Comput. Appl. Math., 2017

2016

Robust Approximation Algorithms for the Detection of Attraction Basins in Dynamical Systems.

[BibT_eX]

[DOI]

J. Sci. Comput., 2016

Efficient computation of partition of unity interpolants through a block-based searching technique.

[BibT_eX]

[DOI]

Comput. Math. Appl., 2016

2015

Partition of unity interpolation on multivariate convex domains.

[BibT_eX]

[DOI]