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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Dmitry Gilemkhanov

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2026

OSISAF-to-MASAM2: Deep Learning for Sea Ice Concentration Super-Resolution Product

This letter presents a deep learning approach for Arctic sea ice concentration (SIC) downscaling based on multisensor fusion applied during the model training stage. While conventional downscaling methods primarily enhance spatial resolution, the proposed approach also improves physical consistency by fusing the widely...

Julia Borisova, Dmitry Morozov, Dmitry Gilemkhanov et al. · 0 citations
Book Open access Jul 2026

Evolving Multi-Agent Systems with Large Language Models: Surrogate Fitness Limitations and Empirical Insights

We investigate the use of large language models (LLMs) as evolutionary operators for optimizing the architecture of multi-agent systems (MAS) - a representative instance of LLM-driven optimization over attributed-graph artifacts that arise in generative design. Given a task description, an initial MAS configuration is...

V. Akhmerov, Dmitry Gilemkhanov, Jerzy Kamiński et al. · 0 citations

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