Modeling Epidemics: Neural Network Based on Data and SIR-Model

被引：0
|
作者：
O. I. Krivorotko
N. Yu. Zyatkov
S. I. Kabanikhin
机构：
[1] Sobolev Institute of Mathematics,
[2] Siberian Branch of the Russian Academy of Sciences,undefined
来源：
Computational Mathematics and Mathematical Physics | 2023年 / 63卷
关键词：
epidemiology; time series; machine learning; deep learning; data processing; recurrent neural networks; fully connected neural networks; COVID-19; prediction; forcasting;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1929 / 1941
页数：12
相关论文
共 50 条
  • [1] Modeling Epidemics: Neural Network Based on Data and SIR-Model
    Krivorotko, O. I.
    Zyatkov, N. Yu.
    Kabanikhin, S. I.
    COMPUTATIONAL MATHEMATICS AND MATHEMATICAL PHYSICS, 2023, 63 (10) : 1929 - 1941
  • [2] Analytical solution of the SIR-model for the temporal evolution of epidemics: part B. Semi-time case
    Schlickeiser, R.
    Kroeger, M.
    JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL, 2021, 54 (17)
  • [3] Analytical solution of the SIR-model for the temporal evolution of epidemics. Part A: time-independent reproduction factor
    Kroger, M.
    Schlickeiser, R.
    JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL, 2020, 53 (50)
  • [4] The economic implications of a network SIR-Macro model of epidemics
    Andre, Keven R. A.
    Arbex, Marcelo
    V. Correa, Marcio
    ECONOMICS LETTERS, 2023, 225
  • [5] NEURAL NETWORK MODELING IN MODEL-BASED CONTROL OF A DATA CENTER
    Kansara, Nachiket
    Katti, Rohit
    Nemati, Kourosh
    Bowling, Alan R.
    Sammakia, Bahgat
    INTERNATIONAL TECHNICAL CONFERENCE AND EXHIBITION ON PACKAGING AND INTEGRATION OF ELECTRONIC AND PHOTONIC MICROSYSTEMS, 2015, VOL 1, 2015,
  • [6] ON OPTIMAL SINGULAR CONTROLS FOR A GENERAL SIR-MODEL WITH VACCINATION AND TREATMENT
    Ledzewicz, Urszula
    Schaettler, Heinz
    DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS, 2011, 31 : 981 - 990
  • [7] A SIR-model with square-root dynamics: An NSFD scheme
    Mickens, Ronald E.
    JOURNAL OF DIFFERENCE EQUATIONS AND APPLICATIONS, 2010, 16 (2-3) : 209 - 216
  • [8] SIR Epidemics on Configuration Model Graphs
    Britton, Tom
    Pardoux, Etienne
    Ball, Frank
    Laredo, Catherine
    Sirl, David
    Viet Chi Tran
    STOCHASTIC EPIDEMIC MODELS WITH INFERENCE, 2019, 2255 : 263 - 298
  • [9] On the false assumptions of the SIR model of epidemics
    Raczynski, Stanislaw
    INTERNATIONAL JOURNAL OF MODELING SIMULATION AND SCIENTIFIC COMPUTING, 2025, 16 (01)
  • [10] Cutting data modeling based on artificial neural network
    1600, Trans Tech Publications Ltd (620):
12345