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Publications by: Ilya Makarov

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

RESPOND: Realistic Environment Simulation of Population and Natural Disasters with LLM-Driven Agents

Roman Sultimov, Mikhail Mozikov, Dmitrii Abramov, Mariia Kovalchuk, Maksim Malykh, Ilya Makarov,

Proceedings of the AAAI Conference on Artificial Intelligence•March 2026
LLM AgentsNatural DisastersclimateMulti-Agent SystemsAAAI
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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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