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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

Qingyu Zheng

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Open access Sep 2026

Estimation and interpretation of spatially varying bottom friction coefficients in Bohai Bay using A-4DEnVar

The bottom friction coefficient (BFC) is critical for numerical simulations of tides and coastal ocean engineering. In situ observations indicate that BFC is spatially variable; however, it is challenging to represent it accurately in tidal models. In this study, two principal tidal constituents (M2 and K1)...

Yang Zhang, Wei Li, G. Han et al. · 0 citations
Open access Sep 2026

Satellite-Driven Spatiotemporal Multiscale Perception Learning for Estimating Daily Arctic Sea Ice Thickness

The derived SIV results reveal a 38% loss of pan-Arctic sea ice volume from 1991 to 2020, accompanied by a stabilized melting rate over the past decade, indicating severely depleted perennial ice reserves and largely irreversible Arctic sea ice decline under the current climate regime.

Qing-Yu Zheng, Wei Li, G. Han et al. · 0 citations
Open access Aug 2026

MS-SSTNet: A Scale-Aware Spatiotemporal Learning Framework for Satellite SST Forecasting via Iterative Multiscale Decomposition and Dual-Window Modelling

MS-SSTNet is introduced, a scale-aware framework designed for spatiotemporal SST forecasting that leverages iterative multiscale decomposition and a dual-window temporal module is integrated to characterize the coupling between long-term persistent trends and short-term stochastic fluctuations.

Guangchao Hou, Delong Jiao, Qing-Yu Zheng et al. · 0 citations

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