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Authors
Li, Hu
Qin, Qirong
Li, Cunbao
Radwan, Ahmed E.
Wang, Jianbo
Fan, Cunhui
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Funding
Funding for this research was provided by:
Open Fund of State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation (CDUT-PLC2025011)
Open Fund of Guangdong Provincial Key Laboratory of Deep Earth Sciences and Geothermal Energy Exploitation and Utilization (DESGEEU-2025-02)
Open Fund of Xinjiang Key Laboratory of Intelligent Petroleum Exploration and Engineering (XJIPEE2025009)
Open Fund of State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation (PLN2025-11)
National Natural Science Foundation of China (42572176)
Open Fund of State Key Laboratory of Oil and Gas Enrichment Mechanisms and Effective Development (G5800-20-ZS-KFZY002)
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Article History
Received: 8 August 2025
Accepted: 26 January 2026
First Online: 7 February 2026
Declarations
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: The authors declare no competing interests.
