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Shao-Hua Zhang, Jia-Wen Song, Deblending by sparse inversion and its applications to high-productivity seismic acquisition: Case studies, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1548-1565, https://doi.org/10.1016/j.petsci.2025.03.019.

Shi-Gang Xu, Xing-Guo Huang, Li Han, Effective pure qP-wave equation and its numerical implementation in the time-space domain for 3D complicated anisotropic media, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1534-1547, https://doi.org/10.1016/j.petsci.2025.02.009.

Ke-Ran Li, Jin-Min Song, Han Wang, Hai-Jun Yan, Shu-Gen Liu, Yang Lan, Xin Jin, Jia-Xin Ren, Ling-Li Zhao, Li-Zhou Tian, Hao-Shuang Deng, Wei Chen, Spectral graph convolution networks for microbialite lithology identification based on conventional well logs, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1513-1533, https://doi.org/10.1016/j.petsci.2025.02.008.

Xin-Peng Pan, Cheng-Xu Lu, Hao-Wen Xu, Da-Zhou Zhang, Exact P-wave reflection and transmission coefficients for horizontal transversely isotropic media at an imperfectly welded contact interface under in-situ horizontal stress, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1497-1512, https://doi.org/10.1016/j.petsci.2025.02.005.

Pei-Qiang Zhao, Yu Chen, Yu-Ting Hou, Xiu-Ling Chen, Wei Duan, Shi-Zhen Ke, Intermediate-high frequency dielectric permittivity of oil-wet rock and the wettability characterization, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1485-1496, https://doi.org/10.1016/j.petsci.2025.02.001.

Rong-Zhen Qiao, Mei-Jun Li, Dong-Lin Zhang, Hong Xiao, Enlightenment of geochemistry for ultra-deep petroleum accumulation: Coupling of secondary processes and filling events, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1465-1484, https://doi.org/10.1016/j.petsci.2025.02.019.

Bi-Qing Zhu, Quan-You Liu, Hui-Yuan Xu, Dong-Ya Zhu, Peng-Peng Li, Wei-Long Peng, Chi Zhang, Diamondoids evolution in various phase states of ultra-deep hydrocarbons in Tarim Basin, NW China, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1446-1464, https://doi.org/10.1016/j.petsci.2025.02.017.

Yan-Xian Zhu, Zhi-Liang He, Xiao-Wen Guo, Long Li, Kamaldeen O.L. Omosanya, Jian Gao, Ze Tao, Xue-Song Lu, Multidisciplinary insights into the origin of natural gas from hydrocarbon generation and charging history of Permian dolomite reservoir in Sichuan Basin, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1428-1445, https://doi.org/10.1016/j.petsci.2025.02.004.

Jia-Hao Lv, Tao Hu, Wang Zhang, Fu-Jie Jiang, Jing Xue, Chen-Xi Zhang, Zhen-Guo Qi, Ren-Da Huang, Mei-Ling Hu, Shu Jiang, Microscopic oil occurrence in the Permian alkaline lacustrine shales: Fengcheng formation, Mahu Sag, Junggar basin, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1407-1427, https://doi.org/10.1016/j.petsci.2025.01.005.

Xiao-Yu Du, Zhi-Jun Jin, Lian-Bo Zeng, Guo-Ping Liu, Shi-Xiang Li, Mehdi Ostadhassan, Xin-Ping Liang, Guan-Ping Wang, Guo-Qing Lu, Characteristics, controlling factors and mechanisms of natural fractures formation in lacustrine shale oil reservoirs: The Chang 7 member in Ordos Basin, China, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1391-1406, https://doi.org/10.1016/j.petsci.2025.03.005.

Cui-Wei Liu, Lin-Jing Yue, Yuan Xue, Shu-Fang Zhu, Yu-Xing Li, Investigation on propagation mechanism of leakage acoustic waves in horizontal liquid pipelines containing gas bubbles, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1757-1770, https://doi.org/10.1016/j.petsci.2025.02.013.

Jia-Wei Cui, Wen-Yue Sun, Hoonyoung Jeong, Jun-Rong Liu, Wen-Xin Zhou, Efficient deep-learning-based surrogate model for reservoir production optimization using transfer learning and multi-fidelity data, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1736-1756, https://doi.org/10.1016/j.petsci.2025.02.014.

Yan-Ji Wang, Yan Jin, Bo-Tao Lin, Hui-Wen Pang, Deep learning-based upscaling for CO2 injection into saline aquifers, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1712-1735, https://doi.org/10.1016/j.petsci.2025.02.003.

Xiang-Ru Chen, Xin Tang, Rui-Gang Zhang, Heng Yang, Qiu-Qi Chen, Zhang-Ping Yan, Lei Zhang, Changes in shale microstructure and fluid flow under high temperature: Experimental analysis and fluid–structure interaction simulation, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1699-1711, https://doi.org/10.1016/j.petsci.2025.02.025.

Ying Liu, Hai Qu, Mao Sheng, Hai-Zhu Wang, Ting-Xue Jiang, Shi Wang, Ball-sealer transport characteristics and plugging performance in vertical wells, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1686-1698, https://doi.org/10.1016/j.petsci.2025.01.002.

Bing Yang, Hai Huang, Qian-Qian Ren, Hai-Zhu Wang, Bin Wang, Jun Ni, Yong Zheng, Wen-Tong Zhang, Quantitative insight into fracture distribution during supercritical CO2 fracturing in tight sandstone formation, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1670-1685, https://doi.org/10.1016/j.petsci.2025.02.006.

Yong-Ting Duan, Cheng-Cheng Zhu, Pathegama Gamage Ranjith, Bai-Cun Yang, Tian-Qiao Mao, Yu Li, Mechanical differences of laminations and crack propagation mechanism of continental shale, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1653-1669, https://doi.org/10.1016/j.petsci.2025.01.006.

Yuan-Xiu Sun, Xiao-Long Wang, Yan-Zhao Meng, Jin-Long Tian, Cheng-Hui Lu, Fracture propagation mechanism and application of supercritical CO2 fracturing in shale: A review, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1625-1652, https://doi.org/10.1016/j.petsci.2025.01.009.

Yu-Heng Tuo, Tie-Jun Lin, Hao Yu, Zhang-Hua Lian, Fang-Xin Chen, Prediction of casing failure risk locations under multi-stage hydraulic fracturing inter-well interference in “well factory” mode, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1611-1624, https://doi.org/10.1016/j.petsci.2025.02.016.

Chi Peng, Hong-Lin Zhang, Jian-Hong Fu, Yu Su, Qing-Feng Li, Tian-Qi Yue, A novel drilling parameter optimization method based on big data of drilling, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1596-1610, https://doi.org/10.1016/j.petsci.2025.03.002.

Xu-Ning Wu, Zheng-Meng Hou, Zao-Yuan Li, Bo Feng, Lin Wu, Qian-Jun Chen, Nan Cai, Ting-Cong Wei, Numerical calculation of bottom hole circulating temperature in wellbore cementing processes with multi-fluid and multi-step, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1578-1595, https://doi.org/10.1016/j.petsci.2025.02.018.

Jia-Jun Dai, Kai-He Lv, Jin-Sheng Sun, Han Jia, Xian-Bin Huang, Jian Li, Exploring the synergistic effects and mechanistic insights of ionic and polyionic liquid combinations as shale inhibitors, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1566-1577, https://doi.org/10.1016/j.petsci.2025.02.012.

Ying-Jia Zhu, Yun-Yang Wan, Yan Tian, Hong-Mei Mu, Tong-Gang Zhang, Biomass thermal decomposition induced hydrogen sulfide blooming in thermal recovery reservoirs, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1802-1810, https://doi.org/10.1016/j.petsci.2025.03.044.

Zhong-Huo Deng, Si-Yang Guo, Xin-Peng Nie, Xin-Heng Cai, Yan-Zi Jia, Wei Han, Li-Shun Dai, Insight into the evolution of refractory basic and neutral nitrogen compounds during residue hydrotreating process, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1787-1801, https://doi.org/10.1016/j.petsci.2025.02.015.

Fang-Jun Jia, Hai-Tao Li, Zi-Min Liu, Xin Ma, Guo-Qiang Zhang, Qi-Hui Zhang, Jie Li, Synthesis and transport characteristics of multi-color fluorescent silica nanoparticle tracer in sandstone cores, Petroleum Science, Volume 22, Issue 4, 2025, Pages 1771-1786, https://doi.org/10.1016/j.petsci.2024.12.027.