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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Hyesook Lee

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2 papers indexed here

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Open access Oct 2026

Vertical Structure of Wind-Related Coastal Cooling in a Multi-Layer Buoy Array

The cooling of surface water in coastal seas is routinely detected by surface sensors, but a surface record alone cannot show whether the water below cooled at the same time or instead became warmer, and the two patterns may arise from different physical processes. We examined temperature records from seven coastal buo...

H. Jung, Hyesook Lee, Hu-Sun Im et al. · 0 citations
Preprint Oct 2026

Domain-Adaptive Data Assimilation for Global AI Weather Forecasting

AI weather forecasting models are commonly trained on the ERA5 reanalysis, which is unavailable in real time. Operational deployment therefore relies on initial conditions produced by numerical or AI analysis systems that differ from those encountered during training. This mismatch can degrade forecast skill, while ret...

Minseok Seo, Noah D. Brenowitz, Do-Yun Kim et al. · 0 citations

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