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

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Jingkun Sui

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Open access Aug 2026

Seismic elastic inversion based on multi-frequency-band parallel TransUNet and transfer learning with SHAP analysis

A multi-frequency-band parallel Transformer U-Net (TransUNet) inversion framework with SHapley Additive exPlanations (SHAP) analysis is proposed and a deep learning-based inversion strategy for reservoir elastic parameters under limited S-wave velocity data is provided.

S. Jian, G. Lei, Haonan Tian et al. · 0 citations

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