SEIARN: Intelligent Early Warning Model of Epidemic Spread Based on LSTM Trajectory Prediction

SEIARN: Intelligent Early Warning Model of Epidemic Spread Based on LSTM Trajectory Prediction

A SEIARN compartment model with the asymptomatic infection and secondary infection is proposed to predict the trend of COVID-19 more accurately. The model is extended according to the propagation characteristics of the novel coronavirus, the concepts of the asymptomatic infected compartment and seco...

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Bibliographic Details
Main Authors: Liya Wang, Yaxun Dai, Renzhuo Wang, Yuwen Sun, Chunying Zhang, Zhiwei Yang, Yuqing Sun
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Mathematics
Subjects:
COVID-19
LSTM model
SEIARN model
trajectory intersection
asymptomatic infection
secondary infection
Online Access:https://www.mdpi.com/2227-7390/10/17/3046

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