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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Dongyong Zhou

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2 papers indexed here

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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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