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

Author

Xiao Chen

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Open access Aug 2026

Sedimentary characteristics and geological significance of reef-shoal deposits in carbonate shelf settings: a case study of the Upper Permian Changxing Formation in the Mianyang–Yanting area, northwestern Sichuan Basin

Conventional views suggest deep-water, low-energy deposition in intra-platform depressions, limiting exploration in transitional zones. However, new data from the Pengxi–Wushen area reveal extensive high-energy reef-shoal complexes along the carbonate ramp margin during the Changxing Stage. This study characterizes the...

Haofei Sun, Sai-Jun Wu, Xiao Chen et al. · 0 citations
Open access Aug 2026

Accurate and Interpretable Prediction of Exploration Input–Output Matching Under Data Scarcity: An Ensemble Learning Framework

Accurate prediction of input–output relationships in natural gas exploration is essential for improving exploration efficiency and optimizing investment allocation. However, this task is severely hindered by data sparsity and strong nonlinear characteristics inherent in oil and gas exploration systems, rendering conven...

Xiao Chen, Hui Liu, Weiyun Zhan et al. · 0 citations

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