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Publications by: Ilya Makarov

2026

Sensor-Aware Multi-Region Adversarial UNet for Downscaling Weather Fields

Daniil Sukhorukov, Andrei Zakharov, Ilya Makarov

2026 ACM/IEEE International Conference on Embedded Artificial Intelligence and Sensing Systems - Posters and Demos (SenSys-Adjunct)•May 2026
weatherDownscalingGenerative AIRemote SensingSenSys
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2026

Bridging Global Climate Solutions and Local Realities: Evaluating Neural Networks for High-Resolution Downscaling

Daria Taniushkina, Aleksander Lukashevich, Valeriy Shevchenko, Daniil Sukhorukov, Yulia Melkozerova, Vladislav Pedashenko,

IEEE Access•March 2026
climateDownscalingweatherIEEE Access
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2026

Neural Network-Based Approach to Evaluate Convective Hazards Frequency Shift under Climate Change

Mikhail Mozikov, Daria Taniushkina, Aleksandr Bulkin, Yuanchao Liu, Nazar Sotiriadi, Andrey Osiptsov,

Frontiers in Climate•March 2026
DOI: https://doi.org/10.3389/fclim.2026.1779183
climateweatherNatural Disasters
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2026

Hierarchical AI-Meteorologist: LLM-Agent System for Multi-Scale and Explainable Weather Forecast Reporting

Daniil Sukhorukov, Andrei Zakharov, Nikita Glazkov, Katsiaryna Yanchanka, Vladimir Kirilin, Maxim Dubovitsky,

arXiv preprint arXiv:2511.23387•November 2025
LLM AgentsweatherExplainable AIMulti-Agent SystemsarXiv
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Related project: Foundation models for Satellite Imaging and Climate
2025

A Modular LLM-Agent System for Transparent Multi-Parameter Weather Interpretation

Daniil Sukhorukov, Andrei Zakharov, Nikita Glazkov, Katsiaryna Yanchanka, Vladimir Kirilin, Maxim Dubovitsky,

arXiv preprint arXiv:2512.11819•November 2025
LLM AgentsweatherExplainable AIMulti-Agent SystemsarXiv
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