Construction methodology of large language models and intelligent agents for shale oil

Ren Yili, Zheng Zilu, Wang Rui, Tang Hanjing, Gong Changping, Wan Li

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Petroleum Exploration and Development ›› 2026, Vol. 53 ›› Issue (5) : 1513-1526. DOI: 10.1016/S1876-3804(26)60777-X

Construction methodology of large language models and intelligent agents for shale oil

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