Vasiliy N. Leonenko

17 papers Misc 3Journal 3Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Expert-guided forecasting of epidemic ARI incidence based on physics-informed neural networks and large language models.
Expert Syst. Appl.
Dinara Gindullina, Mark Lazutov, Kirill Stolyarov, Daria Danilenko, Vasiliy N. Leonenko
2025 — conf
Lightweight Heterogeneous SEIR Models for Epidemic Surveillance in Russian Cities: Turning Synthetic Populations Into Equations.
ICCS (Workshops 2)
Andrey Korzin, Vasiliy N. Leonenko
2025 — conf
Predicting Disease Transmission Rates for Hybrid Modeling of Epidemic Outbreaks: Statistical and Machine Learning Approaches.
ICCS (Workshops 2)
Maria Koshkareva, Elizabetty Guseva, Alyona Sharova, Vasiliy N. Leonenko
2024 — conf
The Past Helps the Future: Coupling Differential Equations with Machine Learning Methods to Model Epidemic Outbreaks.
ICCS (4)
Yulia Abramova, Vasiliy N. Leonenko
2023 — conf
Accounting for Data Uncertainty in Modeling Acute Respiratory Infections: Influenza in Saint Petersburg as a Case Study.
ICCS (3)
Kseniya Sahatova, Aleksandr Kharlunin, Israel Huaman, Vasiliy N. Leonenko
2023 — conf
Does Complex Mean Accurate: Comparing COVID-19 Propagation Models with Different Structural Complexity.
ICCS (3)
Israel Huaman, Vasiliy N. Leonenko
2022 — conf
A Hybrid Modeling Framework for City-Scale Dynamics of Multi-strain Influenza Epidemics.
ICCS (3)
Vasiliy N. Leonenko
2021 — conf
A Modeling Framework for Decision Support in Periprosthetic Joint Infection Treatment.
pHealth
Vasiliy N. Leonenko, Yulia E. Kaliberda, Vasiliy A. Artyuk
2021 — conf
Modeling Co-circulation of Influenza Strains in Heterogeneous Urban Populations: The Role of Herd Immunity and Uncertainty Factors.
ICCS (3)
Vasiliy N. Leonenko
2021 — conf
Towards Cost-Effective Treatment of Periprosthetic Joint Infection: From Statistical Analysis to Markov Models.
ICCS (3)
Yulia E. Kaliberda, Vasiliy N. Leonenko, Vasiliy A. Artyukh
2020 — conf
Analyzing the Spatial Distribution of Acute Coronary Syndrome Cases Using Synthesized Data on Arterial Hypertension Prevalence.
ICCS (4)
Vasiliy N. Leonenko
2020 J jnl
Contact patterns and influenza outbreaks in Russian cities: A proof-of-concept study via agent-based modeling.
J. Comput. Sci.
Vasiliy N. Leonenko, Sviatoslav Arzamastsev, Georgiy V. Bobashev
2019 — conf
Spatial Modeling of Influenza Outbreaks in Saint Petersburg Using Synthetic Populations.
ICCS (1)
Vasiliy N. Leonenko, Alexander Lobachev, Georgiy V. Bobashev
2019 J jnl
Using synthetic populations to understand geospatial patterns in opioid related overdose and predicted opioid misuse.
Comput. Math. Organ. Theory
Savannah Bates, Vasiliy N. Leonenko, James Rineer, Georgiy V. Bobashev
2017 Misc conf
Influenza peaks forecasting in Russia: assessing the applicability of statistical methods.
ICCS
Vasiliy N. Leonenko, Klavdiya O. Bochenina, Sergey Kesarev
2016 Misc conf
A Computational Approach to Investigate Patterns of Acute Respiratory Illness Dynamics in the Regions with Distinct Seasonal Climate Transitions.
ICCS
Vasiliy N. Leonenko, Sergei V. Ivanov, Yulia Novoselova
2015 Misc conf
Using High Performance Algorithms for the Hybrid Simulation of Disease Dynamics on CPU and GPU.
ICCS
Vasiliy N. Leonenko, Nikolai V. Pertsev, Marc Artzrouni