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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Miao Tian

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Open access Aug 2026

Effects of Deep Learning Observation Operators in Direct Radiance Assimilation of Microwave Radiation Imager in Land Surface Models

Soil moisture is a key forecast variable of land surface models. Direct assimilation of microwave brightness temperature data to optimize soil moisture initial fields is an effective approach to improve the simulation accuracy of soil moisture. However, most existing direct assimilation methods adopt physical radiative...

Wan-Chen Li, Z. Qin, Juan Li et al. · 0 citations
Sep 2026

LDP-MEF: Lossless Detail Preservation Multi-Exposure Image Fusion Network via Multi-Attention Cooperative Guidance

Multiexposure image fusion (MEF) is aimed at generating a well-exposed fused image from low-dynamic-range images captured at different exposures, thereby supporting HDR-oriented imaging goals. Existing deep MEF networks often employ multiscale architectures to enlarge receptive fields; however, conventional downsamplin...

Qing-Hua Li, Miao Tian, Tian-Yu Yang et al. · 0 citations

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