LFS-SEnDA: a global ocean forecast system with an efficient Sliding-Ensemble-based Data Assimilation scheme
Yan-Zhi Zhou, Zi-Peng Yu, Tao Zhang et al.
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AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Preprint
Oct 2026
Learning native eddy-resolving ocean dynamics outperforms coarse emulation and downscaling
It is suggested that downscaling of low-resolution large-scale states alone is insufficient to represent ocean mesoscale variability, supporting the need to learn dynamical evolution directly in a high-resolution state space.
Zi-Lu Liu, Tao Zhang, Hai-Long Liu et al.
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