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Identifiability and predictability of integer- and fractional-order epidemiological models using physics-informed neural networks

Ehsan Kharazmi, Min Cai, Xiaoning Zheng, Zhen Zhang, Guang Lin, George Em Karniadakis

2021Nature Computational Science139 citationsDOIOpen Access PDF

Topics & Concepts

IdentifiabilityArtificial neural networkPredictabilityComputer scienceFractional calculusInteger (computer science)Artificial intelligenceEconometricsApplied mathematicsMachine learningMathematicsStatisticsProgramming languageModel Reduction and Neural NetworksFractional Differential Equations Solutionsstochastic dynamics and bifurcation
Identifiability and predictability of integer- and fractional-order epidemiological models using physics-informed neural networks | Litcius