Author

R. Bellotti

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Preprint Sep 2026

Topological Uncertainty and Higher-Order Interactions in Spatial Networks

Environmental systems are characterized by complex spatial interactions that cannot be fully described through pairwise relationships or local uncertainty measures. We propose a unified framework combining higher-order information theory and topological data analysis to characterize the organization and uncertainty of...

Domenico Pomarico, Alessandro Fania, Gabriel Ramirez Sanchez et al. · 0 citations

#small language model Open access Sep 2026

Language of Toxicity: An eXplainable Artificial Intelligence Approach

Toxicity prediction in small molecules represents a fundamental challenge in drug development and chemical safety assessment. Traditional approaches heavily rely on predefined molecular descriptors or fingerprints, potentially limiting the ability to capture complex and nonlinear structure–activity relationships. Her...

N. Amoroso, E. Pantaleo, Fulvio Ciriaco et al. · Journal of Chemical Informat... · 0 citations