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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

Hao Cheng

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Open access Sep 2026

An Integrated Multi‐Component Error Verification Method for Numerical Weather Prediction

This study introduces an integrated multi‐component error verification approach (IMEV) that decomposes forecast errors into three physically interpretable components: accumulation error (systematic intensity discrepancy), area error (areal coverage and spatial extent mismatch), and pattern error (distributional dissimi...

Xi-Yu Mu, Qi Xu, Guoqing Liu et al. · 0 citations

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