Euler iteration augmented physics-informed neural networks for time-varying parameter estimation of the epidemic compartmental model

Introduction: Differential equations governed compartmental models are known for their ability to simulate epidemiological dynamics and provide highly accurate descriptive and predictive results. However, identifying the corresponding parameters of flow from one compartment to another in these model...

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Bibliographic Details
Main Authors: Xiao Ning, Xi-An Li, Yongyue Wei, Feng Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-12-01
Series:Frontiers in Physics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fphy.2022.1062554/full