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Xin-Ming Wu

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Open access Oct 2026

Spatially Constrained Self-Organizing Maps for Seismic Facies Analysis

Understanding and characterizing seismic facies is essential for reconstructing depositional settings, identifying stratigraphic boundaries, and supporting reservoir evaluation in both exploration and development contexts. In this study, we present a spatially constrained self-organizing map (SOM) framework for seism...

Cun Yang, Xin-Ming Wu, Guo-Zhang Fan et al. · 0 citations
Open access Sep 2026

Stratigraphy-guided joint inversion of acoustic impedance and resistivity for carbonate reservoir characterization

Accurate characterization of complex carbonate reservoirs is essential for reservoir evaluation, fluid identification, and decision-making in hydrocarbon exploration and development. However, elastic properties derived from seismic data are often insufficient for reliable fluid discrimination in heterogeneous carbonate...

Ying-Kai Qi, Ben-Bing Ren, Tao Yang et al. · 0 citations

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