A multi-agent collaborative framework with human-in-the-loop for well log interpretation and applications

CHEN Zhangxing, DING Ruichen, MENG Yang, LI Yizheng, ZHANG Junwei, CAO Liu, LI Jian, FAN Wenqi, ZHANG Yiyuan, WANG Liqiu, ZHANG Dongxiao, CHEN Yuntian

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Petroleum Exploration and Development ›› 2026, Vol. 53 ›› Issue (3) : 900-914. DOI: 10.1016/S1876-3804(26)60734-3

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A multi-agent collaborative framework with human-in-the-loop for well log interpretation and applications

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{{article.zuoZheCn_L}}. {{article.title_cn}}. {{journal.qiKanMingCheng_CN}}. 2026, 53(3): 900-914 https://doi.org/10.1016/S1876-3804(26)60734-3
{{article.zuoZheEn_L}}. {{article.title_en}}. {{journal.qiKanMingCheng_EN}}. 2026, 53(3): 900-914 https://doi.org/10.1016/S1876-3804(26)60734-3

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