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

Author

Jia-Yun Li

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Open access Sep 2026

Semi-quantitative effective stress prediction using seismic amplitude variation with offset inversion

The accurate prediction for in-situ stress or pressure is highly relevant to many practical applications in hydrocarbon exploration and development such as safe production, geofluid discrimination and tectonic characterisation. The stress prediction using seismic data is currently based on the empirical (or fitting)...

Jia-Yun Li, Zhao-Yun Zong, Fu-Bin Chen et al. · 0 citations
Review Sep 2026

Direction-Aware Masked Pretraining on 3D Seismic Data with Transfer to Cross-Area Acoustic Impedance Inversion

Seismic feature extraction and acoustic impedance inversion are important for subsurface characterisation, but sparse well-log data limit the generalisation of data-driven inversion models across different areas. Self-supervised masked pretraining offers a way to exploit large volumes of unlabelled seismic data; howeve...

Man-Fu Tang, Zhao-Yun Zong, Di-Qiong Jiang et al. · 0 citations

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