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)
Keywords: Algorithms; Artificial neural networks; Computational Mathematics and Numerical Analysis; Coronaviruses; COVID-19; Data processing; Data smoothing; Deep learning; Epidemics; Holidays & special occasions; Informatics; Inverse problems; Machine learning; Mathematical models; Mathematics; Mathematics and Statistics; Modelling; Neural networks; Pandemics; Partial differential equations; Physics; Time series; United States--US; Russia; COVID-19; epidemiology; deep learning; recurrent neural networks; forcasting; data processing; prediction; time series; fully connected neural networks; machine learning