Selected article for: "resource allocation and short term"
Author: Qihui Yang; Chunlin Yi; Aram Vajdi; Lee W Cohnstaedt; Hongyu Wu; Xiaolong Guo; Caterina M Scoglio
Title: Short-term forecasts and long-term mitigation evaluations for the COVID-19 epidemic in Hubei Province, China
  • Document date: 2020_3_30
    • ID: kcb68hue_66
    Snippet: In this work, the ensemble Kalman filter is used to make short-term predictions of the COVID-19 cases in Wuhan City, which resulted in accurate forecasts of daily case reports. The model is able to predict daily cases and the epidemic peak. Knowing the daily cases from forecasts three days in advance allows for the proper resource allocation. The ensemble Kalman filter also allows parameter estimation, which is extremely useful for modeling purpo.....
    Document: In this work, the ensemble Kalman filter is used to make short-term predictions of the COVID-19 cases in Wuhan City, which resulted in accurate forecasts of daily case reports. The model is able to predict daily cases and the epidemic peak. Knowing the daily cases from forecasts three days in advance allows for the proper resource allocation. The ensemble Kalman filter also allows parameter estimation, which is extremely useful for modeling purposes.

    Search related documents:
    Co phrase search for related documents
    • accurate forecast and Kalman filter: 1
    • accurate forecast and parameter estimation: 1
    • accurate forecast and short term: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11
    • accurate forecast and short term prediction: 1, 2, 3
    • advance day and short term: 1, 2
    • daily case and epidemic peak: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12
    • daily case and epidemic peak daily case: 1, 2
    • daily case and Kalman filter: 1, 2
    • daily case and parameter estimation: 1
    • daily case and resource allocation: 1, 2, 3, 4, 5
    • daily case and short term: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14
    • daily case and Wuhan City case: 1
    • daily case report and parameter estimation: 1
    • ensemble Kalman filter and Kalman filter: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26
    • ensemble Kalman filter and parameter estimation: 1, 2, 3, 4, 5, 6
    • ensemble Kalman filter and short term: 1, 2, 3, 4
    • ensemble Kalman filter and Wuhan City case: 1
    • epidemic peak and Kalman filter: 1, 2, 3, 4, 5
    • epidemic peak and model purpose: 1, 2, 3, 4