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Preprint Sep 2026

KiloDA: Reconstructing kilometer-scale near-surface wind states from sparse station observations

Accurate kilometer-scale near-surface winds are important for understanding atmospheric processes over complex terrain, yet remain difficult to reconstruct from sparse and unevenly distributed observations. Here we introduce KiloDA, a diffusion framework for hourly kilometer-scale wind reconstruction from surface stati...

Yi-Han Zheng, Ya Wang, Gang Huang et al. · 0 citations
Sep 2026

TopoAdapter: a plug-and-play multi-hop topology adapter for MI-EEG decoding.

TopoAdapter is introduced, a plug-and-play input module that injects a fixed electrode-layout prior into existing EEG backbones that provides an explicit, ultra-lightweight spatial prior for motor EEG decoding.

Yu Cai, Qian-Jin Guo, Xiao-Zhu Lin · 0 citations

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