15:25-17:30 Monday, 19 May 2025 Auditorium, Rectorate
Abstract
Sindorjon Ashurov
Gran Sasso Science Institute
A Machine Learning-Based Framework for Radiation Transport and Energy-Deposit Classification
Helena Biscevic
Gran Sasso Science Institute (GSSI)
Numerical preservation of stochastic dissipativity
Roberto Cavassi
University of l’Aquila
Iterative Filtering for signals defined on the sphere: problems related to data analysis in non-Euclidean spaces
Serena Grazia De Benedictis
University of Bari Aldo Moro
A Penalized Optimization Approach for Clustering Enhancement through Persistent Homology and Random Dynamic Graph Construction
Davide Elia De Falco
Scuola Superiore Meridionale
Solving Parabolic PDEs with Extreme Learning Machines
Piero Deidda
Scuola Normale Superiore, Pisa - Gran Sasso Science Institute, L’Aquila
The Joint Spectral Radius of Neural Networks
Arturo De Marinis
Gran Sasso Science Institute
Stability of neural ordinary differential equations
Isabella Carla Gonnella
SISSA
Nonlinear ROM for gradient-flow dynamics
Christian Jimenez
Univeristy of Edinburgh
Neural Network Surrogates for Inverse Problems
Emanuele Zangrando
Gran Sasso Science Institute
Exploiting Low-Rank structures in Deep Neural Networks