Modeling of neural-network security tools for computer-aided systems: A formal model of adaptation and operation. I

Final sizes and durations of new COVID-19 pandemic waves in Ukraine and around the world predicted by generalized SIR model

“…The COVID-19 pandemic dynamics in Ukraine was discussed in [1][2][3][4][5][6][7][8][9][10][11][12][13][14]. To predict the first wave of the pandemic, the classical SIR model [15][16][17] and the statistics-based method of its parameter identification [18] were used.…”

“…To simulate new epidemic waves, a numerical method of their detection [3,19], a generalized SIR-model [20], and a corresponding parameter identification procedure [21] were developed. In particular, eleven epidemic waves were simulated for Ukraine [4,[7][8][9][10] and five pandemic waves for the whole world [4].…”

Simulation and predictions of a new COVID-19 pandemic wave in Ukraine with the use of generalized SIR model

“…The COVID-19 pandemic dynamics in Ukraine was discussed in [1][2][3][4][5][6][7][8][9][10][11][12][13][14]. To predict the first wave of the pandemic, the classical SIR model [15][16][17] and the statistics-based method of its parameter identification [18] were used.…”

“…To simulate new epidemic waves, a numerical method of their detection [3,19], a generalized SIR-model [20] and a corresponding parameter identification procedure [21] were developed. In particular, eleven epidemic waves in Ukraine were calculated [4,[7][8][9][10].…”