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
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
  • [21] Attendance Data Based on BP Neural Network Model
    Wu, Jiacheng
    2ND INTERNATIONAL CONFERENCE ON APPLIED MATHEMATICS, MODELLING, AND INTELLIGENT COMPUTING (CAMMIC 2022), 2022, 12259
  • [22] Neural network modeling with medical data
    Cohen, ME
    Hudson, DL
    INTELLIGENT AND ADAPTIVE SYSTEMS AND SOFTWARE ENGINEERING, 2004, : 135 - 138
  • [23] Rolling force modeling based on neural network and mechanism model
    Guo, Xiao Xiao
    Zhang, Shun Hu
    Wang, Li
    Li, Wei Gang
    Zhang, Lei
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2025, 39 (02) : 729 - 741
  • [24] A Mean-Field Approximation of SIR Epidemics on an Erdös–Rényi Network Model
    Christina Durón
    Alex Farrell
    Bulletin of Mathematical Biology, 2022, 84
  • [25] A Data-Driven Based Framework of Model Optimization and Neural Network Modeling for Microbial Fuel Cells
    Ma, Fengying
    Yin, Yankai
    Pang, Shaopeng
    Liu, Jiaxun
    Chen, Wei
    IEEE ACCESS, 2019, 7 : 162036 - 162049
  • [26] A Hermite Polynomial Approach for Solving the SIR Model of Epidemics
    Secer, Aydin
    Ozdemir, Neslihan
    Bayram, And Mustafa
    MATHEMATICS, 2018, 6 (12):
  • [27] Analyzing epidemics and designing policies with a modified SIR model
    Kumar, Bipul
    Batra, Luckshay
    Taneja, H. C.
    Lochab, Ruchika
    INTERNATIONAL JOURNAL OF MODELING SIMULATION AND SCIENTIFIC COMPUTING, 2024, 15 (03)
  • [28] Recruitment Effects on the Evolution of Epidemics in a Simple SIR Model
    Nakamura, Gilberto
    Grammaticos, Basil
    Badoual, Mathilde
    REGULAR & CHAOTIC DYNAMICS, 2021, 26 (03): : 305 - 319
  • [29] Recruitment Effects on the Evolution of Epidemics in a Simple SIR Model
    Gilberto Nakamura
    Basil Grammaticos
    Mathilde Badoual
    Regular and Chaotic Dynamics, 2021, 26 : 305 - 319
  • [30] Optimal Mitigation of SIR Epidemics Under Model Uncertainty
    She, Baike
    Sundaram, Shreyas
    Pare, Philip E.
    2022 IEEE 61ST CONFERENCE ON DECISION AND CONTROL (CDC), 2022, : 4333 - 4338