Open Access
ARTICLE
Deru Li1, Lin Zhao1, Ruohao Wang1, Jingtian Zhai1, Hongtao Liu1, Mengjiang Wang1, Lianke Cui1, Yan Zhang2,*
1 Petroleum Engineering Technology Research Institute, Henan Oilfield Branch, China Petroleum & Chemical Corporation, Nanyang, China
2 State Key Laboratory of Low Carbon Catalysis and Carbon Dioxide Utilization, Yangtze University, Wuhan, China
* Corresponding Author: Yan Zhang. Email:
(This article belongs to the Special Issue: Progress and Prospects of Hydraulic Fracture Network Morphology Characterization, Flow Simulation and Optimization Technology for Unconventional Oil and Gas Reservoirs)
Energy Engineering https://doi.org/10.32604/ee.2026.084373
Received 21 April 2026; Accepted 29 June 2026; Published online 27 July 2026
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