Ya-Zhou Wang, Hong-Nian Wang, Lei Yu, Yan Bai, Shou-Wen Yang, 2025. Fast algorithm of borehole correction library construction for multi-component array induction tool in deviated boreholes. Petroleum Science 22 (12), 5034–5046. https://doi.org/10.1016/j.petsci.2025.10.022.

Xin Luo, Jian-Meng Sun, Peng Chi, Ran Zhang, Rui-Kang Cui, Xing-Hua Ci, Wei Liu, 2025. ThinGPT: describing sedimentary rock thin section images with a multimodal large language model. Petroleum Science 22 (12), 5020–5033. https://doi.org/10.1016/j.petsci.2025.09.009.

Juan Wu, Ren-Ze Luo, Lei Luo, Can-Ru Lei, Xing-Ting Chen, 2025. LLMs-guided parameters prediction of tight sandstone reservoirs. Petroleum Science 22 (12), 5005–5019. https://doi.org/10.1016/j.petsci.2025.08.029.

Lei Wang, Kang-Kang Wu, Ying-Ming Liu, Xiao-Kai Xu, Shao-Gui Deng, Ping Qiao, 2025. Focusing mechanism and anisotropy correction of array induction logging responses for shale reservoirs in horizontal wells. Petroleum Science 22 (12), 4992–5004. https://doi.org/10.1016/j.petsci.2025.08.009.

Sheng-Zhao Dai, Guang-Zhi Zhang, Hong-Jian Hao, Zhen-Yu Zhu, Zhen-Feng Liu, Zhen Yang, 2025. Inversion methods for elastic parameters and fracture parameters of monoclinic media induced by two groups of inclined fractures. Petroleum Science 22 (12), 4975–4991. https://doi.org/10.1016/j.petsci.2025.05.005.

Chulpan-Aidarovna Garifullina, Ilya-Mikhailovich Indrupskiy, Dmitry-S Klimov, Ildar-Ilyasovich Ibragimov, Azat-Abuzarovich Lutfullin, Bulat-Flusovich Zakiev, Fanil-Muktasimovich Akhmetzyanov, 2025. Experimental and simulation study of geochemical processes during interaction of carbonated formation water with terrigenous and carbonate rocks. Petroleum Science 22 (12), 4954–4974. https://doi.org/10.1016/j.petsci.2025.09.023.

Qian-Nan Xu, Yan-Ming Zhu, Shang-Bin Chen, Yu Liu, Xiao-Qi Wang, Fu-Hua Shang, Simon-C George, 2025. Illitisation impeded the thermal evolution of extractable organic matter: An interpretation of the mineralogy and thermal maturation of early Cambrian source rocks in Yunnan Province, China. Petroleum Science 22 (12), 4933–4953. https://doi.org/10.1016/j.petsci.2025.11.005.

Yuan-Hao Zhang, Zhen-Xue Jiang, Jia-Qi Chang, Zhi-Ye Gao, Bo-Lin Zhang, Zhi-Wei Wang, Xiao-Xue Liu, Li-Liang Huang, 2025. Mobility evaluation of continental shale oil of the Permian Fengcheng Formation in the Mahu Sag: Reservoirs characteristics, multiple influencing factors and conceptual models. Petroleum Science 22 (12), 4910–4932. https://doi.org/10.1016/j.petsci.2025.09.019.

Yao-Bin Li, Xin Xin, Hui-Xing Zhu, Yue Su, Yi-Long Yuan, Tian-Fu Xu, 2025. Research progress and scientific challenges in permeability evolution of hydrate bearing sediments. Petroleum Science 22 (12), 4895–4909. https://doi.org/10.1016/j.petsci.2025.09.007.

Xian-Xu Fang, Cun-Fei Ma, Feng Qin, Tian-Xia An, Rui-Juan Liu, Hao-Wen Song, Cun-Jian Zhang, Tao Wang, Bo Gao, Peng Hao, 2025. The control of astronomical cycles on lacustrine mixed sedimentation and hydrocarbon occurrence: A case study of the Paleogene Shahejie Formation in the Dongying Sag, Bohai Bay Basin. Petroleum Science 22 (12), 4875–4894. https://doi.org/10.1016/j.petsci.2025.09.005.

Chen-Jia Zhang, Jian Cao, Bao-Li Xiang, Bao-Jian Shen, Ni Zhou, Wen-Yao Xiao, Yan Wang, Yu-Ce Wang, Xu-Sheng Guo, 2025. Shale oil occurrence state and its controlling factors in saline lacustrine basins: Insights from sequential solvent extraction. Petroleum Science 22 (12), 4856–4874. https://doi.org/10.1016/j.petsci.2025.09.003.

Ming-Ming Jiang, Quan-You Liu, Jia-Xin Cheng, 2025. Quantitative evaluation of lateral sealing of faults in metamorphic rocks: A case study of Bohai Bay Basin in China. Petroleum Science 22 (12), 4839–4855. https://doi.org/10.1016/j.petsci.2025.08.006.

Ke Xu, Rui Ma, Yong-Xiao Qu, Zhi-Sen Zhang, Jian-Bin Xu, Jian-Yang Wu, 2025. Grain boundary strength in methane hydrates. Petroleum Science 22 (12), 5268–5276. https://doi.org/10.1016/j.petsci.2025.10.018.

Jia-Bao Kang, Hong-Ying Li, Chao-Yue Zhang, Yi-Wei Xie, Yang Su, Zhao-Ming Yang, Huai Su, Jin-Jun Zhang, 2025. Electrorheological effect enhancement of waxy crude oil with graphene nanoparticles and its mechanism. Petroleum Science 22 (12), 5258–5267. https://doi.org/10.1016/j.petsci.2025.10.017.

Ning Xu, Shi-Min Zhang, De-Li Jia, Kun Tian, Yan-Hong Wei, Xiao-Xiao Zhu, Peichun-Amy Tsai, 2025. Optimal fit clearance of control valve considering energy consumption based on loosely coupled fluid-solid interaction. Petroleum Science 22 (12), 5239–5257. https://doi.org/10.1016/j.petsci.2025.09.037.

Pei-Qi Xu, Wei Chen, 2025. Molecular dynamics simulation of methane isotope fractionation in two-phase flow within inorganic pores. Petroleum Science 22 (12), 5228–5238. https://doi.org/10.1016/j.petsci.2025.07.019.

Jia-Bin Shi, Li-Jun You, Jia-Chen Dang, Yi-Jun Wang, Wei Gong, Bo Peng, 2025. Automated labeling and segmentation based on segment anything model: Quantitative analysis of bubbles in gas–liquid flow. Petroleum Science 22 (12), 5212–5227. https://doi.org/10.1016/j.petsci.2025.08.018.

Hong-Bin Yang, Lu-Yao Xing, Ting-Feng Liu, Miao Li, Jie Geng, Yang Zhang, Yu-Bin Zhang, Rui-Chao Wang, Bauyrzhan Sarsenbekuly, Wan-Li Kang, Li-Ming Zhang, 2025. Swelling kinetics of polymer microspheres used for conformance control and their matching mechanisms with oil reservoir fractures. Petroleum Science 22 (12), 5203–5211. https://doi.org/10.1016/j.petsci.2025.11.011.

Tian-Meng Lei, Ye-Fei Wang, Ming-Chen Ding, Wu-Hua Chen, Zhen-Ye Yu, Zhi-Xue Huang, Motorova-Kseniya Alexandrovna, 2025. Preparation and performance evaluation of a sand inhibiting and water control agent based on supramolecular interactions. Petroleum Science 22 (12), 5189–5202. https://doi.org/10.1016/j.petsci.2025.07.022.

Mo-Yi Li, Quan Yin, Bo Li, Rui-Bo Cao, Yan Zhang, Xue-Zhi Zhao, Yu-Jun Feng, 2025. Enhanced oil recovery with a thermo-thickening viscoelastic surfactant: A comparison with polymer. Petroleum Science 22 (12), 5176–5188. https://doi.org/10.1016/j.petsci.2025.08.007.

Si Guo, Jiong Zhang, Ying-Qi Gao, Hong-Gen Tan, Hong-Bin Cheng, Hong-Yu Li, Dao-Yi Zhu, 2025. Imbibition mechanism analysis of modified black nanosheet and low salinity water composite system for enhanced oil recovery by NMR method. Petroleum Science 22 (12), 5166–5175. https://doi.org/10.1016/j.petsci.2025.08.026.

Bin-Yu Wang, Ren-Yi Cao, Xin-Yi Zheng, Lin-Song Cheng, Jiang-Peng Hu, Zhi-Hao Jia, Wen-Hao Duan, Hassan Hassanzadeh, 2025. Real-time NMR experimental study of displacement–imbibition coupling in tight/shale oil reservoirs: Lithological variations, influencing factors, and key insights. Petroleum Science 22 (12), 5142–5165. https://doi.org/10.1016/j.petsci.2025.08.028.

Qi Lv, Jian Hou, Ting Chen, Yan-Feng Ji, Jing Lv, Jian-Xun Chen, 2025. Multifactor controls on imbibition oil recovery in shale: Insights from low-field nuclear magnetic resonance. Petroleum Science 22 (12), 5128–5141. https://doi.org/10.1016/j.petsci.2025.10.019.

Chao-Chao Feng, Yong Li, Wei Liu, De-Li Gao, 2025. Optimization of rate of penetration through improved bit durability and extended directional nozzle. Petroleum Science 22 (12), 5114–5127. https://doi.org/10.1016/j.petsci.2025.10.007.

Mu-Kun Li, Cai-Yun Xiao, Xue Sun, Hong-Jian Ni, Yu-Kun Du, 2025. The heat-fluid-solid coupling erosion mechanism for the optimal spray distance and jet angle in high-pressure water jets. Petroleum Science 22 (12), 5097–5113. https://doi.org/10.1016/j.petsci.2025.10.001.

Hong-Tao Fu, Kao-Ping Song, Er-Long Yang, Yu Zhao, Xi Xia, Li-Hao Liang, 2025. Study on flow capacity and percolation behavior of hydraulically induced bedding fracture by different fluids in full-diameter shale cores. Petroleum Science 22 (12), 5084–5096. https://doi.org/10.1016/j.petsci.2025.09.035.

Shi-Meng Hu, Mao Sheng, Bing-Bing Liu, Jie Li, Shou-Ceng Tian, Xiao-Dong He, Gen-Sheng Li, 2025. Mechanism-guided data-driven model for optimized completion design. Petroleum Science 22 (12), 5068–5083. https://doi.org/10.1016/j.petsci.2025.09.031.

Dong-Yang Zhang, Tian-Shou Ma, Yang Liu, De-Cheng Zhang, 2025. A stacking ensemble approach for pore pressure prediction in real-time during drilling based on mud log data. Petroleum Science 22 (12), 5047–5067. https://doi.org/10.1016/j.petsci.2025.09.020.

Sezen-Bilen Ozyurek, Kaan Soyuer, Arda Ustundag, 2025. A new approach to remediation of crude oil with promising green composites: Biosurfactant-producing Bacillus sp. consortium entrapped in chitosan, chitosan/glutaraldehyde and chitosan/Na-bentonite. Petroleum Science 22 (12), 5296–5313. https://doi.org/10.1016/j.petsci.2025.09.039.

Yin-Fang Si, Yu-Long Liu, Fan Zhang, Hao Dong, Qing Feng, Xiao-Nan Li, Yue-Hui She, Shan-Shan Sun, 2025. Ag-doped ZnO nanoparticles synthesized by Bacillus subtilis induce ROS damage and apoptotic activities against sulfate-reducing bacteria cells in oilfields. Petroleum Science 22 (12), 5277–5295. https://doi.org/10.1016/j.petsci.2025.07.015.

Hao-Zhen Li, Tian-Ming Shao, Xin Gao, Feng Gao, Arash Farnoosh, 2025. Forecasting carbon price using a hybrid framework based on Bayesian optimization algorithm. Petroleum Science 22 (12), 5314–5328. https://doi.org/10.1016/j.petsci.2025.10.010.