Francesco Della Santa

According to our database, Francesco Della Santa authored at least 10 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Edge-Wise Graph-Instructed Neural Networks.

Francesco Della Santa, Antonio Mastropietro, Sandra Pieraccini, Francesco Vaccarino

CoRR, 2024

GradINN: Gradient Informed Neural Network.

Filippo Aglietti, Francesco Della Santa, Andrea Piano, Virginia Aglietti

CoRR, 2024

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

Gianluca Audone, Francesco Della Santa, Emma Perracchione, Sandra Pieraccini

CoRR, 2024

A New Linear Programming Approach and a New Backtracking Strategy for Multiple-Gradient Descent in Multi-Objective Optimization.

Francesco Della Santa

CoRR, 2024

Sparse Implementation of Versatile Graph-Informed Layers.

Francesco Della Santa

CoRR, 2024

Graph-Informed Neural Networks for Sparse Grid-Based Discontinuity Detectors.

Francesco Della Santa, Sandra Pieraccini

CoRR, 2024

2023

Discontinuous neural networks and discontinuity learning.

Francesco Della Santa, Sandra Pieraccini

J. Comput. Appl. Math., 2023

Alternate Training of Shared and Task-Specific Parameters for Multi-Task Neural Networks.

Stefania Bellavia, Francesco Della Santa, Alessandra Papini

CoRR, 2023

2021

Data-Driven Deep Learning Methods for Physically-Based Simulations.

Francesco Della Santa

PhD thesis, 2021

Layer-wise relevance propagation for backbone identification in discrete fracture networks.

Stefano Berrone, Francesco Della Santa, Antonio Mastropietro, Sandra Pieraccini, Francesco Vaccarino

J. Comput. Sci., 2021