Francesco Della Santa

18 papers Journal 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A linear programming framework and an improved backtracking strategy for multiple-gradient descent. J. Comput. Appl. Math. Francesco Della Santa
2026	J	`jnl`	Bridge Failure Risk Prediction Using Geospatial Data Processing via Multi-Head Attention Deep Learning Model. IEEE Access Francesco Della Santa, Federico Sisci, Farbod Khosro Anjom, Flavio Pino, Marco Civera
2026	J	`jnl`	Gradient-informed neural networks: Embedding prior beliefs for learning in low-data scenarios. Neural Networks Filippo Aglietti, Francesco Della Santa, Andrea Piano, Virginia Aglietti
2026	J	`jnl`	Graph-Instructed Neural Networks for parametric problems with varying boundary conditions. CoRR Francesco Della Santa, Sandra Pieraccini, Maria Strazzullo
2026	J	`jnl`	Graph-instructed neural networks for sparse grid-based discontinuity detectors. Appl. Math. Comput. Francesco Della Santa, Sandra Pieraccini
2025	J	`jnl`	A recipe for learning Variably Scaled Kernels via Discontinuous Neural Networks. J. Comput. Appl. Math. Gianluca Audone, Francesco Della Santa, Emma Perracchione, Sandra Pieraccini
2025	J	`jnl`	Automated Detection of Sport Highlights from Audio and Video Sources. CoRR Francesco Della Santa, Morgana Lalli
2025	J	`jnl`	Edge-Wise Graph-Instructed Neural Networks. J. Comput. Sci. Francesco Della Santa, Antonio Mastropietro, Sandra Pieraccini, Francesco Vaccarino
2024	J	`jnl`	A New Linear Programming Approach and a New Backtracking Strategy for Multiple-Gradient Descent in Multi-Objective Optimization. CoRR Francesco Della Santa
2024	J	`jnl`	A recipe based on Lebesgue functions for learning Variably Scaled Kernels via Discontinuous Neural Networks (ΔNN-VSKs). CoRR Gianluca Audone, Francesco Della Santa, Emma Perracchione, Sandra Pieraccini
2024	J	`jnl`	Edge-Wise Graph-Instructed Neural Networks. CoRR Francesco Della Santa, Antonio Mastropietro, Sandra Pieraccini, Francesco Vaccarino
2024	J	`jnl`	GradINN: Gradient Informed Neural Network. CoRR Filippo Aglietti, Francesco Della Santa, Andrea Piano, Virginia Aglietti
2024	J	`jnl`	Graph-Informed Neural Networks for Sparse Grid-Based Discontinuity Detectors. CoRR Francesco Della Santa, Sandra Pieraccini
2024	J	`jnl`	Sparse Implementation of Versatile Graph-Informed Layers. CoRR Francesco Della Santa
2023	J	`jnl`	Alternate Training of Shared and Task-Specific Parameters for Multi-Task Neural Networks. CoRR Stefania Bellavia, Francesco Della Santa, Alessandra Papini
2023	J	`jnl`	Discontinuous neural networks and discontinuity learning. J. Comput. Appl. Math. Francesco Della Santa, Sandra Pieraccini
2021	—	`—`	Data-Driven Deep Learning Methods for Physically-Based Simulations. Francesco Della Santa
2021	J	`jnl`	Layer-wise relevance propagation for backbone identification in discrete fracture networks. J. Comput. Sci. Stefano Berrone, Francesco Della Santa, Antonio Mastropietro, Sandra Pieraccini, Francesco Vaccarino