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Author

Amenya Collins

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#graph neural networks Open access Sep 2026

Feature Augmented SuperHyperGraph Neural Networks for Hierarchical Epidemic Modeling, Environmental Perturbations, and Source Identifiability

Abstract: Infectious disease transmission involves interactions occurring at multiple organizational levels, including individuals,households, communities, and regions. Conventional graph and hypergraph neural networks represent pairwise and higher order interactions, but they do not directly provide a recursive repres...

Victor Wanjala, John Matuya, Amenya Collins · 0 citations
#graph neural networks Open access Sep 2026

Feature Augmented SuperHyperGraph Neural Networks for Hierarchical Epidemic Modeling, Environmental Perturbations, and Source Identifiability

Abstract: Infectious disease transmission involves interactions occurring at multiple organizational levels, including individuals,households, communities, and regions. Conventional graph and hypergraph neural networks represent pairwise and higher order interactions, but they do not directly provide a recursive repres...

Victor Wanjala, John Matuya, Amenya Collins · 0 citations

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