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    A review of seismic impedance inversion methods based on physics-informed neural network
    SONG Cao, LU Wenkai, GENG Weiheng, DUAN Xudong, WANG Yuqing, WANG Qi, MA Qiming, LI Yinshuo
    2025, 64(4): 595-621. DOI: 10.12431/issn.1000-1441.2024.0029
    Abstract PDF
    OBN acquisition technology and P-wave imaging for the Dongfang 1−1 diapir area, Yinggehai Basin
    YUAN Quanshe, LI Fang, OUYANG Min, REN Ting, LI Xiaozhang, LI Yuanfang
    2025, 64(4): 622-638. DOI: 10.12431/issn.1000-1441.2024.0009
    Abstract PDF
    A discontinuous Galerkin finite-element method of seismic modeling in complex media using GPUs
    HAN Dechao, LIU Weihua, ZHANG Chunli, YUAN Yuan, BAI Peng
    2025, 64(4): 639-652. DOI: 10.12431/issn.1000-1441.2024.0040
    Abstract PDF
    Random noise suppression method of seismic data based on MSIP GAN
    LUO Renze, LI Zhiqi
    2025, 64(4): 653-666. DOI: 10.12431/issn.1000-1441.2024.0071
    Abstract PDF
    Impulse noise suppression method for marine MT data based on frequency-domain Hampel identification
    XU Tian, LUO Ming
    2025, 64(4): 667-678. DOI: 10.12431/issn.1000-1441.2024.0015
    Abstract PDF
    Intelligent surface wave suppression technology based on physical information constraints
    TAO Yonghui
    2025, 64(4): 679-690. DOI: 10.12431/issn.1000-1441.2024.0171
    Abstract PDF
    An intelligent first-arrival picking method based on multi-data fusion and adaptive weighted hybrid loss function
    ZHAO Juncai, MA Jiangtao, LIU Yang, WANG Ning, HU Yadong, TAN Yong
    2025, 64(4): 691-700. DOI: 10.12431/issn.1000-1441.2024.0090
    Abstract PDF
    A Dix-guided intelligent velocity modeling method
    ZHANG Haifeng, YUAN Sanyi, WANG Danyang, YU Yue, WANG Shangxu
    2025, 64(4): 701-715. DOI: 10.12431/issn.1000-1441.2024.0028
    Abstract PDF
    Investigation of viscoelastic anisotropy in wavefield simulations and their response characteristics for Gulong shale oil within the Songliao basin
    ZHAO Haibo, ZHAO Lei, WANG Tuan, DING Jifeng, ZHOU Hongchang, XU Qianru, SUN Shilei, GAO Lingli, MAO Weijian
    2025, 64(4): 716-726. DOI: 10.12431/issn.1000-1441.2024.0130
    Abstract PDF
    Multi-task learning-based intelligent seismic prediction of reservoir permeability
    WEI Lele, GAN Lideng, YANG Hao, ZHANG Ming, DAI Xiaofeng, LI Xinyu, DU Wenhui, HAO Gang
    2025, 64(4): 727-735. DOI: 10.12431/issn.1000-1441.2024.0285
    Abstract PDF
    Prestack seismic prediction technique for ultra-deep carbonate reservoirs in Shunbei field
    LI Hong
    2025, 64(4): 736-748. DOI: 10.12431/issn.1000-1441.2025.0027
    Abstract PDF
    Intelligent pore structure classification method from well logs in heterogeneous tight sandstone reservoirs
    ZHANG Haitao, TAN Maojin, CHEN Zhen, WANG Changyu, LI Bo
    2025, 64(4): 749-760. DOI: 10.12431/issn.1000-1441.2024.0332
    Abstract PDF
    Induced polarization petrophysical modelling and analysis for tight sandstones
    ZHANG Kefei, MA Ni, YAN Liangjun, TONG Xiaolong
    2025, 64(4): 761-771. DOI: 10.12431/issn.1000-1441.2024.0137
    Abstract PDF
    Numerical simulation and transient electromagnetic response characteristics of fracturing-induced fractures in underground shale formations
    SONG Xijin, BAI Nan
    2025, 64(4): 772-783. DOI: 10.12431/issn.1000-1441.2024.0118
    Abstract PDF
    Research on automatic obstacle localization in large remote sensing images and variable geometry design
    LUO Bing, WANG Yiwen, FU Yisheng, WANG Yun, XIAO Yunfei
    2025, 64(4): 784-796. DOI: 10.12431/issn.1000-1441.2025.0074
    Abstract PDF