Marco Franzini

Methodological Evaluation of Multi-Resolution Hybrid Kolmogorov-Arnold Networks (KAN) - LCS systems - Deep Learning Ensembles for Geophysical Pattern Analysis

This paper investigates the computational capabilities of a non-conventional neural architecture designed to analyze highly non-linear, high-energy geophysical patterns within the Japanese region. To bypass the severe infrastructure costs associated with high-performance computing (HPC) clusters and promote decentraliz...