Open Access
ARTICLE
Xi Wang1, Qianqiu Ren2,*, Bo Wen1, Lan Ren2,3, Zhen Wang1, Ran Lin2,3, Bin Liu1, Zhihao Yu2, Yading Li1, Xiaoqiang Wang1, Yongzhi Huang4
1 Sichuan Shale Gas Exploration and Development Company Limited, Chengdu, China
2 State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation, Southwest Petroleum University, Chengdu, China
3 Tianfu Yongxing Laboratory, Chengdu, China
4 PetroChina Southwest Oil and Gas Field Company, Chengdu, China
* Corresponding Author: Qianqiu Ren. Email:
(This article belongs to the Special Issue: Enhanced Oil and Gas Recovery in Unconventional Reservoirs)
Energy Engineering https://doi.org/10.32604/ee.2026.079687
Received 26 January 2026; Accepted 24 March 2026; Published online 10 April 2026
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