Petroleum Science Open Access Editor-in-Chief: Lizhi Xiao
Home Petroleum Science All Issues Volume 23 Issue 7
Volume 23 Issue 7, July 2026
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PP. 3723-4476
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44 articles
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Petroleum Geology
Original Paper | Open Access
Hydrocarbon generation thermal simulation experiment of massive organic-rich tuff and laminar tuffaceous shale: A case study of the Chang 7 member of the Ordos Basin
Han-Lin Liu, Shuai Yin, Qun Zhao, [...], Guo-Sheng Zhang, Yu-Jie Li, Yan-Peng Chen, Zhen Qiu, Zhi Yang, Song-Tao Wu, Shi-Xiang Li, Cai-Neng Zou << Fewer
Published: 06 January 2026
2026, 23(7): 3723-3738
Original Paper | Open Access
Formation and preservation processes of Ediacaran microbial dolomite pore system, evidence from the Qigebrak Formation, Tarim Basin, China
Xu-Dong Chen, Qi-Lu Xu, Fang Hao, [...], Guo Yang, Ping Wang, Fei-Fei Yuan, Xin-Le Li, Jin-Qiang Tian, Guang-Wei Wang << Fewer
Published: 04 November 2025
2026, 23(7): 3739-3758
Original Paper | Open Access
A new insight from morphological numerical simulation of casing shear-compression deformation caused by fault and fracture slip
Hong-Xiang Zhang, Heng-Mao Tong, Wen-Hai Ma, [...], Nan Zhang, Ping Zhang, Zi-Ping Liu, Peng Wang, Shu-Lin Li, Yuan Neng, Cheng-Lin Liu, Xue-Song Li, Liang Zhang << Fewer
Published: 21 January 2026
2026, 23(7): 3759-3776
Review Paper | Open Access
A multiple review on identification and fine evaluation of shale pores: Prospects and challenges
Qi-Yang Gou, Shang Xu, Fang Hao, [...], Ke-Yu Liu, Zhang-Xing Chen << Fewer
Published: 12 May 2026
2026, 23(7): 3777-3804
Original Paper | Open Access
A novel interpretable machine learning framework for predicting gas-bearing properties of tight sandstone reservoirs
Liu Cao, Fu-Jie Jiang, Zhang-Xing Chen, [...], Li-Na Huo, Run-Hai Feng, Di Chen, Meng-Yang Wang, Jian Li, Yang Gao, Ben-Jie-Ming Liu, Yong Ma, Xiao-Juan Wang, Zhi-Min Jin, Ao-Bo Zhang << Fewer
Published: 20 May 2026
2026, 23(7): 3805-3833
Original Paper | Open Access
Multivariate data-driven fracture identification and distribution pattern in tight sandstone reservoirs using an improved CNN-Attention-BiLSTM: A case study of the Permian Lower Shihezi Formation in the Hangjinqi area, Ordos Basin, China
Bao-Yu Liang, Lian-Bo Zeng, Shao-Qun Dong, [...], Xue-Qun Tan, Ji-Bo Ren, Hong-Tao Li, Zi-Yi Yang, Shi-Qiang Liu, Zhen Wang << Fewer
Published: 09 May 2026
2026, 23(7): 3834-3853
Original Paper | Open Access
A DBOKS-based hybrid machine learning method for carbonate rock classification
Wen-Chuang Li, Zhong-Xiang Zhao, You-Bin He, [...], Lian-Hua Wu, Yu-Qing Zhang << Fewer
Published: 29 April 2026
2026, 23(7): 3854-3874
Original Paper | Open Access
Pore pressure control on multi-scale reservoir properties in deep and ultra-deep sandstones of the Cretaceous Bashijiqike Formation, Kuqa Depression, Tarim Basin, NW China
Yang Su, Jin Lai, Wen-Le Dang, [...], Rong-Hu Zhang, Kai-Xun Zhang, Yi Xin, Xiang Shan, Yong Ai, Gui-Wen Wang << Fewer
Published: 28 May 2026
2026, 23(7): 3875-3891
Petroleum Geophysics
Original Paper | Open Access
Closed-loop porosity inversion method with well-seismic joint constraints based on wavelet transform
Teng-Fei Chen, Guang-Zhi Zhang, Hong-Jian Hao, [...], De-Kuan Chang, Jian-Hu Gao, Gang Gao << Fewer
Published: 20 March 2026
2026, 23(7): 3892-3905
Original Paper | Open Access
Application of 2D full-waveform inversion for characterizing potential gas reservoirs
Kai Ren, Shao-Ping Lu, Xin-Tong Dong, [...], Xiang Li, Xiao Ge, Shu-Kui Zhang << Fewer
Published: 19 March 2026
2026, 23(7): 3906-3919
Original Paper | Open Access
Fluid flow visualization and resistivity variations during gas-water displacement in carbonate rock: Implications for reservoir evaluation
Qiang Lai, Yu-Yu Wu, Feng Wu, [...], Jiang Jia, Xing-Gang Liu, Yan-Shan Yu, Rong Yin, Li Shen << Fewer
Published: 19 March 2026
2026, 23(7): 3920-3931
Original Paper | Open Access
Progressive pseudo-label self-supervised waveform inversion and imaging based on multiscale strategies: A marine data case application
Wen-Da Li, Hao Zhang, Shou-Dong Huo, Jian-Guang Han
Published: 11 March 2026
2026, 23(7): 3932-3946
Review Paper | Open Access
Enhancement of NMR relaxation inversion: A review on pretreatment denoising
Jiang-Feng Guo, Yong-Jie Zhao, Ran-Hong Xie, [...], Li-Zhi Xiao, Zhen-Hua Rui, Si-Hui Luo, Guo-Wen Jin, Pei-Yuan Yan, Dan Xiao << Fewer
Published: 07 March 2026
2026, 23(7): 3947-3971
Original Paper | Open Access
Full waveform inversion via BEEMD-based gradient decomposition
Yi-Lin Lu, Jian-Ping Huang, Liang Chen, [...], Guo-Long Li, Qiu-Yang Wang << Fewer
Published: 06 February 2026
2026, 23(7): 3972-3987
Petroleum Engineering
Original Paper | Open Access
Magnetic coupling mechanism between high-intensity magnet and multiple close-range casings and casing positioning method: Numerical simulation and experimental study
Xu-Ping Ma, Zhong-Zhi Hu, Shao-Jie Fu, Yu-Dian Lei
Published: 05 March 2026
2026, 23(7): 3988-4008
Original Paper | Open Access
A novel method for drilling rate of penetration prediction and transfer generalization based on physics-informed neural networks
Miao He, Qing-Rui Yuan, Jun Li, [...], Chang-Cheng Zhou, Jing-Wei Liu, Xin Chen, Jia-Hao Cao << Fewer
Published: 09 March 2026
2026, 23(7): 4009-4033
Original Paper | Open Access
The effect of geological features on hydraulic fracture propagation guided by radial boreholes in the thin interbedded reservoirs
Xiao-Guang Wu, Teng-Da Long, Zi-Xiao Xie, [...], Rui Yang, Zhong-Wei Huang, San-Li Peng, Zhao-Wei Sun, Tao Pan, Nai-Kun Hu, Xiao-Hua Wang, Song-Long Lv << Fewer
Published: 12 March 2026
2026, 23(7): 4034-4052
Original Paper | Open Access
Integration of multi-source geological engineering data for fracturing parameter optimization model
Jie Li, Quan-Zhen Xiu, Xiao-Dong He, [...], Gen-Sheng Li, Chang Li, Mao-Ya Xu, Tian-Xiang Zhou, Shou-Ceng Tian, Tian-Yu Wang << Fewer
Published: 01 April 2026
2026, 23(7): 4053-4064
Original Paper | Open Access
Zwitterionic-hydrophobic associating polymer for enhanced rheology and fluid-loss control in high-temperature, high-salinity water-based drilling fluids
Qi-Bing Wang, Wan-Jing Luo, Li-Fang Pan, [...], Jin-Sheng Sun, Hui-Cui Sun, Ren Wang, Jian-Long Wang, Bo Liao, Ding-Shun She, Hai Yang << Fewer
Published: 21 March 2026
2026, 23(7): 4065-4081
Original Paper | Open Access
Intelligent early kick recognition via knowledge-guided Bi-LSTM
Dong-Yue Wang, Wei-Feng Sun, Yan-Liang Guo, [...], Chen-Tao Gong, Wei-Min Huang << Fewer
Published: 16 March 2026
2026, 23(7): 4082-4099
Original Paper | Open Access
Experimental investigations on spontaneous imbibition process applied in tight conglomerate oil reservoir
Xiang Zhou, Zhong-Wen Hu, Feng Wang, [...], Zhao-Wen Jiang, Yu-Long Zhao, Tao Zhang, Lie-Hui Zhang, Qi Jiang << Fewer
Published: 27 February 2026
2026, 23(7): 4100-4112
Original Paper | Open Access
Optimization of injection parameters in offshore low permeability reservoir based on a compositional embedded discrete fracture model
Shi-Qian Xu, Qi-Jun Zeng, Jian-Chun Guo, [...], Rong-Hao Cui, Cong Lu, Wen-Jian Zhou, Qin-Ru Xue << Fewer
Published: 05 March 2026
2026, 23(7): 4113-4131
Original Paper | Open Access
Staged propagation mechanisms and their implications for fracture interaction and fracture swarm formation
Yao-Yang Li, Guang-Qing Zhang, Zhen-Yu Song
Published: 03 June 2026
2026, 23(7): 4132-4144
Original Paper | Open Access
Enhancing the performance of high-temperature, high-salinity, high-density water-based drilling fluid using a rheological modifier with low viscosity and high yield point characteristic
Yuan-Wei Sun, Jin-Sheng Sun, Kai-He Lv, [...], Jing-Ping Liu, Lei Nie, Tai-Feng Zhang, Ning Huang, Han Yan, Ye-Cheng Li, Yu-Fan Zheng, Meng Li, Wu-Shuo Liu << Fewer
Published: 14 March 2026
2026, 23(7): 4145-4164
Original Paper | Open Access
Research on low-viscosity high-elastic fracturing fluid system with specific recognition and supramolecular assembly
Hao Bai, Fu-Jian Zhou, Zhi-Yuan Ding, [...], Xin-Lei Liu, Sai Zhang, Kun Zhang, Wen-Jie Xie, Yun-Jin Wang, Rui-Jie Fei, Yue-Peng Dong, Er-Dong Yao << Fewer
Published: 17 March 2026
2026, 23(7): 4165-4182
Original Paper | Open Access
Thickening characteristics and conformance control mechanism of CO2-responsive fluid during CO2 flooding
Xiao-Guang Wang, De-Hua Liu, Hong-Bin Cheng, [...], Qiang Luo, Ke Tang, Dao-Yi Zhu << Fewer
Published: 23 March 2026
2026, 23(7): 4183-4192
Original Paper | Open Access
Unveiling the multiscale dissolution pathways of asphaltene deposits in a natural deep eutectic solvent (NaDES)
Ya-Han Liu, Xin-Yi Ma, Ding-Kai Hu, [...], Qiang Wang, Peng Wei, Hui Sun << Fewer
Published: 17 April 2026
2026, 23(7): 4193-4203
Petroleum Mechanical & Transportation Engineering
Original Paper | Open Access
A three-dimensional fuzzy dynamic risk assessment model with dynamic cloud weights for human operational errors in oil and gas pipelines
Xue-Qiang Qu, Jiang-Tao Cao, Tao-Yan Zhao, Zhe Kan
Published: 31 January 2026
2026, 23(7): 4204-4222
Original Paper | Open Access
A systematic two-stage optimization framework for congestion locating and multi-component expansion planning in natural gas pipeline networks
Jun Zhou, Can Qin, Jing-Hong Peng, [...], Shi-Tao Liu, Ying He, Guang-Chuan Liang << Fewer
Published: 17 February 2026
2026, 23(7): 4223-4242
Original Paper | Open Access
A resilience-oriented transient optimization approach for emergency operation of natural gas pipeline systems with linepack dynamics and priority-based load shedding
Si-Rui Zhao, Li-Li Zuo, Feng Zhu, [...], Bing-Lang He, Chang-Chun Wu << Fewer
Published: 02 June 2026
2026, 23(7): 4243-4258
Original Paper | Open Access
Multiple size group modeling of gas–liquid flow instability and energy conversion in a multiphase pump: Effects of inlet gas volume fraction
Zhen-Guo Ge, Ren-Bin Qiu, Jian-Jun Feng, [...], Lin-Zhi Zhai, Guo-Jun Zhu, Xing-Qi Luo << Fewer
Published: 22 April 2026
2026, 23(7): 4259-4279
Original Paper | Open Access
Energy-driven damage constitutive model of thermal insulation materials for deep rock in-situ temperature-preserved coring
Zi-Jie Wei, Zhi-Qiang He, Ling Chen, [...], Bo Yu, Jian-Ping Yang, Hai-Shu Bai, He-Ping Xie << Fewer
Published: 21 April 2026
2026, 23(7): 4280-4295
Original Paper | Open Access
Investigation of tip leakage vortex instability and pressure pulsation characteristics in a vane-type multiphase pump
Hai-Gang Wen, Guang-Tai Shi, Wen-Juan Lv, Hao Qin
Published: 22 April 2026
2026, 23(7): 4296-4319
Original Paper | Open Access
Failure mechanism and structure optimization of sand control screen in water-bearing gas well
Fu-Cheng Deng, Jun Gong, Ning Gong, [...], Yao-Tu Han, Yi-Mou Li << Fewer
Published: 18 December 2025
2026, 23(7): 4320-4335
Petroleum Chemical Engineering
Original Paper | Open Access
CO2-promoted Cr redox cycle driven ethane catalytic oxidative dehydrogenation to ethylene and its comparative study to ethane direct catalytic dehydrogenation
Mu-Fan Niu, Qi-Yu Sun, Yu-Hang Tan, [...], Hai-Tao An, Han Yang, Ying Cui, Chun-Ming Xu, Bao-Jian Shen << Fewer
Published: 31 January 2026
2026, 23(7): 4336-4348
Original Paper | Open Access
Experimental study on the droplet breakup process in contracted pore throat microchannels
Yan Li, Yu-Qi Yang, Essouma E. Ariane F.B., [...], Xiu-Fu Cheng, Hai-Peng Zhang, Zi-Zhen Wang, Shu-Xing Mei, Jian Liu, Yue-Qun Fu, Si-Yu Chen << Fewer
Published: 13 January 2026
2026, 23(7): 4349-4363
Petroleum Economics & Management
Original Paper | Open Access
Planning and operation optimization for oilfield negative carbon integrated energy system considering source-load interaction
Zhi-Hui Gao, Ding-Ding Wang, Jiang-Feng Liu, [...], Shao-Jie Hao, Qi Zhang << Fewer
Published: 21 January 2026
2026, 23(7): 4364-4379
Original Paper | Open Access
Refinery optimization in OPEC member states: An integrated inverse DEA approach and economic viability analysis
Kelvin K. Orisaremi, Felix T.S. Chan, Felister Dibia, [...], Xiao-Wen Fu, Yue Chen << Fewer
Published: 21 March 2026
2026, 23(7): 4380-4393
Emerging Field
Original Paper | Open Access
Application of the AutoMix hybrid model for in-situ stress prediction in shale gas reservoirs
Hang Yuan, Yu-Ping Sun, Wei Xiong, [...], Wen-Te Niu, Qian Cheng << Fewer
Published: 18 March 2026
2026, 23(7): 4394-4413
Original Paper | Open Access
Numerical investigation of the effect of reactive transport in rock matrix on fracture fluid flow and heat transfer behavior in enhanced geothermal systems
Jia-Yan Ji, Hui Wu, Xian-Zhi Song
Published: 03 February 2026
2026, 23(7): 4414-4429
Original Paper | Open Access
Molecular insights into the effects of representative organic molecules on spontaneous hydrate nucleation in oceanic sediments
Feng-Yi Mi, Zhong-Jin He, Jiang-Tao Pang, [...], Othonas A. Moultos, Thijs J.H. Vlugt, Guo-Sheng Jiang, Fu-Long Ning << Fewer
Published: 13 February 2026
2026, 23(7): 4430-4440
Original Paper | Open Access
Coupled optimization framework of CO2-WAG injection for enhanced oil recovery and storage: Integrating MLP with evolutionary and metaheuristic algorithms
Shahab Ud Din, Liang Xue, Fu-Long Ning, [...], Dong-Dong Guo, Qin-Zhuo Liao, Hussan Zeb << Fewer
Published: 23 January 2026
2026, 23(7): 4441-4460
Original Paper | Open Access
Evolution mechanism of shale permeability considering competitive adsorption-induced swelling and slippage effect of binary CO2/CH4: Implications for CO2-ESGR
Kang Yang, Yao-Bai Sun, Jun-Ping Zhou, [...], Xue-Fu Xian, Qiao Chen, Hong Yin << Fewer
Published: 24 December 2025
2026, 23(7): 4461-4475
Corrigendum
Erratum | Open Access
Corrigendum to “The analysis of drill string dynamics for extra-deep wells based on successive over-relaxation node iteration method” [Pet Sci 22 (2025) 3293–3303/1128]
Wen-Chang Wang, He-Yuan Yang, Da-Kun Luo, [...], Ming-Ming You, Xing Zhou, Feng Chen, Qin-Feng Di << Fewer
Published: 08 June 2026
2026, 23(7): 4476