3 citations · 4 across the 6 of their papers we have counts for
3 papers · 1 filter
Tensor Network Machine Learning for Wildfire Susceptibility Mapping: from Grokking Dynamics to Quantum Mixedness of Class Representations
Domenico Pomarico, Alessandra Costantino, Gabriel Ramirez Sanchez +12
A quantum-inspired tensor network framework for wildfire susceptibility classification in the Gargano region is introduced, leveraging AlphaEarth embeddings and Matrix Product Stat…
Mind the gap in university rankings: a complex network approach towards fairness
Loredana Bellantuono, Alfonso Monaco, Nicola Amoroso +6
University rankings are increasingly adopted for academic comparison and success quantification, even to establish performance-based criteria for funding assignment. However, ranki…
Potential energy of complex networks: a novel perspective
Nicola Amoroso, Loredana Bellantuono, Saverio Pascazio +4
We present a novel characterization of complex networks, based on the potential of an associated Schrödinger equation. The potential is designed so that the energy spectrum of the…