On agent-based approach to influenza and acute respiratory virus infection simulation

D Chumachenko, V Dobriak… - … on Advanced Trends …, 2018 - ieeexplore.ieee.org
The paper analyzes existing approaches of mathematical modeling of morbidity spreading
by the example of the dynamics of influenza and ARVI. The analysis showed that the most …

Contact patterns and influenza outbreaks in Russian cities: A proof-of-concept study via agent-based modeling

V Leonenko, S Arzamastsev, G Bobashev - Journal of Computational …, 2020 - Elsevier
In this paper we model influenza propagation in the Russian setting using a spatially explicit
model and a detailed human agent database as its input. The aim of our research is to …

[HTML][HTML] Analyzing influenza outbreaks in Russia using an age-structured dynamic transmission model

V Leonenko, G Bobashev - Epidemics, 2019 - Elsevier
In this study, we addressed the ability of a minimalistic SEIR model to satisfactorily describe
influenza outbreak dynamics in Russian settings. For that purpose, we calibrated an age …

Prediction of influenza peaks in Russian cities: Comparing the accuracy of two SEIR models

VN Leonenko, SV Ivanov - Mathematical Biosciences & …, 2018 - aimsciences.org
This paper is dedicated to the application of two types of SEIR models to the influenza
outbreak peak prediction in Russian cities. The first one is a continuous SEIR model …

Herd immunity levels and multi-strain influenza epidemics in Russia: a modelling study

VN Leonenko - Russian Journal of Numerical Analysis and …, 2021 - degruyter.com
In the present paper, we consider a compartmental epidemic model which simulates the co-
circulation of three influenza strains, A (H1N1) pdm09, A (H3N2), and B, in a population with …

Spatial modeling of influenza outbreaks in Saint Petersburg using synthetic populations

V Leonenko, A Lobachev, G Bobashev - … Faro, Portugal, June 12–14, 2019 …, 2019 - Springer
In this paper, we model influenza propagation in the Russian setting using a spatially explicit
model and a detailed human agent database as its input. The aim of the research is to …

Modeling co-circulation of influenza strains in heterogeneous urban populations: the role of herd immunity and uncertainty factors

VN Leonenko - International Conference on Computational Science, 2021 - Springer
In this research, we aimed to assess the influence of herd immunity levels on the process of
co-circulation of influenza strains in urban populations and to establish how the stochastic …

[HTML][HTML] Разработка модели, прогнозирующей распостранение инфекций на основе исторических данных на примере COVID-19

ВА Верба, АГ Вовик - Системный анализ в проектировании и …, 2021 - cyberleninka.ru
Предметом исследования является прогнозирование распространения инфекций на
основе исторических данных. Был проведен обзор научных исследований, связанных с …

Absolute humidity anomalies and the influenza onsets in Russia: a computational study

NE Seleznev, VN Leonenko - Procedia computer science, 2017 - Elsevier
In the current work we use a computational approach to analyze the association between
the anomalous drops of absolute humidity and the subsequent onset of influenza epidemics …

Influenza peaks forecasting in Russia: Assessing the applicability of statistical methods

VN Leonenko, KO Bochenina, SA Kesarev - Procedia Computer Science, 2017 - Elsevier
This paper compares the accuracy of different statistical methods for influenza peaks
prediction. The research demonstrates the performance of long short-term memory neural …