Grading evaluation of deep shale reservoirs based on Bayesian optimized LightGBM algorithm

Luchuan ZHANG, Yibo LI, Lei ZHANG, Li ZHANG, Junwei PU, Yong LI, Dianshi XIAO, Zhiyuan LI, Haichuan MA

Natural Gas Geoscience ›› 2026, Vol. 37 ›› Issue (4) : 801-815.

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Natural Gas Geoscience ›› 2026, Vol. 37 ›› Issue (4) : 801-815. DOI: 10.11764/j.issn.1672-1926.2025.12.001

Grading evaluation of deep shale reservoirs based on Bayesian optimized LightGBM algorithm

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{{article.zuoZheEn_L}}. {{article.title_en}}[J]. {{journal.qiKanMingCheng_EN}}, 2026, 37(4): 801-815 https://doi.org/10.11764/j.issn.1672-1926.2025.12.001

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