A Hybrid AI-Mathematical approach for epidemic threshold prediction in metapopulation networks: Integrating physics-guided neural networks with spectral graph theory.

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Title: A Hybrid AI-Mathematical approach for epidemic threshold prediction in metapopulation networks: Integrating physics-guided neural networks with spectral graph theory.
Authors: Kouokam E; Department of Computer Science, University of Yaoundé I, Cameroon.; IRD-UMMISCO, Sorbonne Université, Paris, France.
Source: PloS one [PLoS One] 2026 Jun 18; Vol. 21 (6), pp. e0344827. Date of Electronic Publication: 2026 Jun 18 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:1932-6203
DOI:10.1371/journal.pone.0344827