Zuo-Xiu He, Feng Zhang, Pin-Bo Ding, Xiang-Yang Li, Hai-Feng Chen, Analysis of seismic dispersion and attenuation for gas-hydrate formations in the South China Sea, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3279-3292, http://doi.org/10.1016/j.petsci.2025.05.008.

Bo Li, Xiao-Tao Wen, Yu-Qiang Zhang, Zi-Yu Qin, Zhi-Di An, Full waveform inversion with fractional anisotropic total p-variation regularization, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3266-3278, http://doi.org/10.1016/j.petsci.2025.05.004.

Zhi-Jun Li, Shao-Gui Deng, Yu-Zhen Hong, Zhou-Tuo Wei, Lian-Yun Cai, Study on S-wave velocity prediction in shale reservoirs based on explainable 2D-CNN under physical constraints, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3247-3265, http://doi.org/10.1016/j.petsci.2025.04.027.

Wei Xiang, Xing-Yao Yin, Kun Li, Zheng-Qian Ma, Ya-Ming Yang, Stepwise inversion method using second-order derivatives of elastic impedance for fracture detection in orthorhombic medium, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3229-3246, http://doi.org/10.1016/j.petsci.2025.04.026.

Jia-Yu Li, Ji-Zhou Tang, Xian-Zheng Zhao, Bo Fan, Wen-Ya Jiang, Shun-Yao Song, Jian-Bing Li, Kai-Da Chen, Zheng-Guang Zhao, A large-scale, high-quality dataset for lithology identification: Construction and applications, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3207-3228, http://doi.org/10.1016/j.petsci.2025.04.013.

Zhi-Hao Wang, Jian-Hua Zhao, Xian-Zheng Zhao, Ke-Yu Liu, Xiu-Gang Pu, Qin-Hong Hu, Wen-Zhong Han, Wei Zhang, Zhan-Nan Shi, Occurrence state of lacustrine shale oil in the second member of the Paleogene Kongdian Formation, Cangdong Sag, Bohai Bay Basin, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3189-3206, http://doi.org/10.1016/j.petsci.2025.07.001.

Rong-Heng Tian, Ben-Zhong Xian, Peng Chen, Lin Zhao, Naveed Ur Rahman, Muhammad Ubaid Umar, Qian-Ran Wu, Qian Li, Wen-Miao Zhang, Jian-Ping Liu, Si-Rui Chen, Rift marginal coarse-grained sediment gravity flow deposits in the Eocene Dongying Depression, Bohai Bay Basin, China: Balancing tectonic and climatic controls, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3168-3188, http://doi.org/10.1016/j.petsci.2025.06.009.

Hao Li, Jun Han, Cheng Huang, Lian-Bo Zeng, Bo Lin, Ying-Tao Yao, Yi-Chen Song, Identification and distribution patterns of the ultra-deep small-scale strike-slip faults based on convolutional neural network in Tarim Basin, NW China, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3152-3167, http://doi.org/10.1016/j.petsci.2025.06.008.

Song Wang, Gui-Wen Wang, Hai-Zhu Wang, Meng-Jie Liu, Li-Liang Huang, Yu-Yue Huang, Zhi-Shi Wang, Shi-Qian Li, Logging evaluation of acoustic anisotropy and its relationship with “sweet spots” in lacustrine shale oil reservoirs: The Fengcheng Formation of the Mahu Sag, China, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3133-3151, http://doi.org/10.1016/j.petsci.2025.05.014.

Yan-Yan Chen, Shi-Zhen Tao, Wei Wu, Xiang-Bai Liu, Cheng-Peng Song, Zuo-Dong Liu, Qing-Yao Liu, Lin Wei, Jian-Rong Gao, Yue Chen, The occurrence, origin, and enrichment of helium in the Wufeng-Longmaxi shale gas in the Sichuan Basin, China, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3119-3132, http://doi.org/10.1016/j.petsci.2025.05.011.

You Zhou, Song-Tao Wu, Ru-Kai Zhu, Xiao-Hua Jiang, Gan-Lin Hua, A new model for determining the effective permeability of tight reservoirs based on Fractal-Monte Carlo method, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3101-3118, http://doi.org/10.1016/j.petsci.2025.04.016.

Guo-Ping Liu, Zhi-Jun Jin, Lian-Bo Zeng, Xiao-Xuan Chen, Mehdi Ostadhassan, Zhe Mao, Jian-Kang Lu, Song Cao, Natural fractures and their effectiveness in deep tight sandstone reservoirs of foreland thrust belts in the southern Junggar Basin, China, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3086-3100, http://doi.org/10.1016/j.petsci.2025.04.001.

Bin Zhang, Shu Tao, Fan Yang, Yi Cui, Qing-He Jing, Jie Guo, Shi-Da Chen, Yi-Jie Wen, Xin-Yang Men, The genesis and accumulation mechanism of CBM in the typical mid- to low-rank coal-bearing basins, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3069-3085, http://doi.org/10.1016/j.petsci.2025.04.017.

Bin-Fei Li, Bo-Liang Li, Xin-Ge Sun, Di Zhu, Sen Chen, Zhao-Min Li, Lei Tao, Jun-Hao Zhang, Enhanced recovery in heavy oil reservoirs with interlayers using flue gas-assisted VH-SAGD: A 2D visualization study, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3418-3433, http://doi.org/10.1016/j.petsci.2025.05.007.

Xin-Yu Zhuang, Wen-Dong Wang, Yu-Liang Su, Zhen-Xue Dai, Bi-Cheng Yan, Deep learning-assisted optimization for enhanced oil recovery and CO2 sequestration considering gas channeling constraints, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3397-3417, http://doi.org/10.1016/j.petsci.2025.04.028.

Li-Wen Guo, Shi-Yuan Qu, Yuan-Yuan Lei, Zhi-Hong Kang, Shuo-Liang Wang, Evaluation of dynamic inter-well connectivity by using the state-variable-capacitance model, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3380-3396, http://doi.org/10.1016/j.petsci.2025.05.009.

Jing-Jing Guo, Chao-Zhi Jiang, Hai-Tao Wang, Lie-Hui Zhang, Pressure transient behavior of fractured wells in multilayered tight gas reservoirs with heterogeneous properties and limited fracture height, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3357-3379, http://doi.org/10.1016/j.petsci.2025.05.002.

Yu-Xuan Xia, Derek Elsworth, Sai Xu, Xuan-Zhe Xia, Jian-Chao Cai, Cheng Lu, Pore-scale gas–water two-phase flow and relative permeability characteristics of disassociated hydrate reservoir, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3344-3356, http://doi.org/10.1016/j.petsci.2025.04.030.

Yi Zhao, Dan-Dan Zhu, Fei Wang, Xin-Ping Dai, Hui-Shen Jiao, Zi-Jie Zhou, An intelligent drilling guide algorithm design framework based on highly interactive learning mechanism, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3333-3343, http://doi.org/10.1016/j.petsci.2025.05.019.

Kun Guo, Yi-Li Kang, Cheng-Yuan Xu, Chong Lin, Ling-Jie Zhang, Li-Jun You, Plugging mode of flaky lost circulation materials within fractures and mechanism to enhance pressure-bearing capacity for the plugging zone, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3315-3332, http://doi.org/10.1016/j.petsci.2025.06.014.

Hao Liang, Chang-Chun Yin, Yang Su, Yun-He Liu, Jun Li, Ruo-Yun Gao, Li-Bao Wang, Fast simulation of EM telemetry in vertical drilling: A semi-analytical finite-element method with virtual layering technique, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3304-3314, http://doi.org/10.1016/j.petsci.2025.06.002.

Wen-Chang Wang, He-Yuan Yang, Da-Kun Luo, Ming-Ming You, Xing Zhou, Feng Chen, Qin-Feng Di, The analysis of drill string dynamics for extra-deep wells based on successive over-relaxation node iteration method, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3293-3303, http://doi.org/10.1016/j.petsci.2025.05.026.

Ahmad Abbasi, M. Reza Malayeri, Maysam Mohammadzadeh-Shirazi, Comparison of original and de-asphalted crude oils during formation of HCl-induced emulsion and sludge, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3461-3471, http://doi.org/10.1016/j.petsci.2025.05.003.

Zhong-Huo Deng, Rong Shi, Liang Ren, Xin-Peng Nie, Qiang Fang, Zhen Wang, Wei Han, Li-Shun Dai, Catalyst deactivation model involving autocatalytic effect for the residue hydrotreating process, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3447-3460, http://doi.org/10.1016/j.petsci.2025.04.031.

Chi Li, Ji-Xiang Guo, Li Wang, Wen-Long Zhang, Peng-Cheng Xue, Chen-Hao Gao, Research on the in-situ catalytic pyrolysis of heavy oil by 2D layered MOF and its catalytic mechanism, Petroleum Science, Volume 22, Issue 8, 2025, Pages 3434-3446, http://doi.org/10.1016/j.petsci.2025.04.023.