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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

Xiao-Tao Wen

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2026

Seismic Impedance Inversion With AT0V Sparse Constraint

Seismic impedance inversion plays a crucial role in reservoir characterization, and its resolution directly affects the reliability of hydrocarbon prediction. Although L0-norm-based sparse inversion can enhance resolution, it primarily exploits stratigraphic boundary information while neglecting intertrace similarity,...

Hao Wu, Yu-Yao Li, Jian He et al. · 0 citations
2026

Physics-Informed Semi-Supervised Multibranch UKAN for Prestack Fluid-Factor Inversion

The Gassmann fluid term is a key parameter for characterizing reservoir properties. To address the limitations of traditional inversion methods in handling nonlinear responses, the constraints imposed by fixed activation functions in conventional deep learning (DL) models, and the gradient conflict problem in multipara...

Yi-Fan Ma, Xiao-Tao Wen, Wu Wen et al. · 0 citations
2026

Physics Prior Constrained ResUNet-BiMamba Network for Prestack AVO Inversion

Prestack seismic data contain rich angle-dependent amplitude variation information, which provides an important basis for the simultaneous inversion of P-wave velocity, SV-wave velocity, and density. However, prestack inversion based on the Aki-Richards approximation is applicable only to relatively small-to-moderate i...

Ying-Chia Huang, Dong-Yong Zhou, Jun-Yi Liao et al. · 0 citations

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