Захаров Кирилл Александрович

Статья

Zakharov K., Kovantsev A., Boukhanovsky A. Coupling of Lagrangian Mechanics and Physics-Informed Neural Networks for the Identification of Migration Dynamics. Smart Cities. 2025. Vol. 8. No. 2. pp. 42.

Статья

Zakharov K., Kovantsev A., Boukhanovsky A. A Dynamic Model of Customers Behavior: Integrating Econophysics and Physics-Informed Neural Networks. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2025. Vol. 15903. pp. 238--252.

Статья

Zakharov K. Multivariate Time Series Modelling with Neural SDE Driven by Jump Diffusion. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2024. Vol. 14834. pp. 213-221.

Статья

Zakharov K., Stavinova E. Time-dependent differential privacy for enhanced data protection in synthetic transaction generation. ACM International Conference Proceeding Series. 2024. pp. 112-117.

Статья

Zakharov K., Aghajanyan A., Kovantsev A., Boukhanovsky A. Forecasting Population Migration in Small Settlements Using Generative Models under Conditions of Data Scarcity. Smart Cities. 2024. Vol. 7. No. 5. pp. 2495-2513.

Статья

Zakharov K., Stavinova E., Boukhanovsky A. Synthetic Financial Time Series Generation with Regime Clustering. Journal of Advances in Information Technology. 2023. Vol. 14. No. 6. pp. 1372-1381.

Статья

Zakharov K., Stavinova E., Lysenko A. TRGAN: A Time-Dependent Generative Adversarial Network for Synthetic Transactional Data Generation. ACM International Conference Proceeding Series. 2023. pp. 1-8.