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1 [Seismic data fault detection based on U-Net deep learning network] 2021 Vol.56(4):688-697
YANG Wuyang, YANG Jiarun, CHEN Shuangquan, KUANG Liqin, WANG Enli, ZHOU Chunlei [Abstract] ( 380 ) [HTML 0 KB][PDF 4362 KB] (719)
2 [Joint inversion of one-dimensional time-frequency electromagnetic data with constraints] 2023 Vol.58(2):477-483
QI Zhipeng, TANG Wenwu, HE Zhanxiang, ZHANG Li [Abstract] ( 328 ) [HTML 0 KB][PDF 1477 KB] (197)
3 [Comparison of regularization methods for full-waveform inversion] 2022 Vol.57(1):129-139
LI Xinjie, WANG Weihong, GUO Xuebao, ZHANG Tingjun [Abstract] ( 312 ) [HTML 0 KB][PDF 2041 KB] (527)
4 [Deep learning seismic impedance inversion based on prior constraints] 2021 Vol.56(4):716-727
SONG Lei, YIN Xingyao, ZONG Zhaoyun, LI Bingkai, QU Xiaoyang, XI Xiaoping [Abstract] ( 278 ) [HTML 0 KB][PDF 3013 KB] (688)
5 [3D traveltime calculation of first arrival waveusing physics-informed neural network] 2023 Vol.58(1):9-20
DU Guoning, TAN Jun, SONG Peng, XIE Chuang, WANG Shaowen [Abstract] ( 251 ) [HTML 0 KB][PDF 7521 KB] (286)
6 [Intelligent and efficient lithology identification based on image features of returned cuttings] 2023 Vol.58(3):495-506
XIA Wenhe, XIE Wanyang, TANG Yindong, LI Gao, HAN Yujiao [Abstract] ( 251 ) [HTML 0 KB][PDF 1854 KB] (309)
7 [Identification of Karst caves in seismic data based on deep convolutional neural network] 2022 Vol.57(1):1-11
YAN Xingyu, LI Zongjie, GU Hanming, CHEN Benchi, DENG Guangxiao, LIU Jun [Abstract] ( 250 ) [HTML 0 KB][PDF 4376 KB] (677)
8 [Deep learning seismic waveform inversion based on the forward modeling guidance of wave equation] 2023 Vol.58(3):485-494
DUAN Youxiang, CUI Lele, SUN Qifeng, DU Qizhen [Abstract] ( 250 ) [HTML 0 KB][PDF 3750 KB] (429)
9 [Robust seismic data denoising based on deep learning] 2022 Vol.57(1):12-25
ZHANG Yan, LI Xinyue, WANG Bin, LI Jie, WANG Hongtao, DONG Hongli [Abstract] ( 247 ) [HTML 0 KB][PDF 3464 KB] (557)
10 [First break picking method based on artificial intelligence and apparent velocity constraint] 2021 Vol.56(3):419-435
David COVA, LIU Yang, DING Chengzhen, WEI Chenglin, HU Fei, and LI Yunzhu [Abstract] ( 245 ) [HTML 0 KB][PDF 7417 KB] (639)
11 [A fault detection method of seismic data based on MultiResU-Net] 2021 Vol.56(3):436-445
TANG Jie, MENG Tao, HAN Shengyuan, and CHEN Xueguo [Abstract] ( 243 ) [HTML 0 KB][PDF 5012 KB] (492)
12 [Reservoir fracture prediction method and application based on structure-oriented filtering and coherent attributes of gradient structure tensor] 2021 Vol.56(3):555-563
CUI Zhengwei, CHENG Bingjie, XU Tianji, NIU Shuangcheng [Abstract] ( 238 ) [HTML 0 KB][PDF 2533 KB] (481)
13 [Enhancement method of weak reflection signals withlong short-term memory recurrent neural network] 2023 Vol.58(1):1-8
SUI Jingkun, CHEN Sheng, ZHENG Xiaodong, HU Tianyue [Abstract] ( 235 ) [HTML 0 KB][PDF 2657 KB] (365)
14 [Key technology and application of processing and interpretation of tight gas in Jurassic Shaximiao Formation in Central Sichuan Basin] 2021 Vol.56(6):1370-1380
ZHAO Bangliu, ZHANG Yusheng, ZENG Zhong, XI Cheng, ZHANG Xiong, ZHANG Guangrong [Abstract] ( 231 ) [HTML 0 KB][PDF 7252 KB] (564)
15 [Joint tomography for foothills seismic imaging] 2021 Vol.56(4):782-791
WANG Yanguang, SHANG Xinmin, ZHAO Shengtian, TENG Houhua, YAN Grace, ZHU Xianhuai [Abstract] ( 223 ) [HTML 0 KB][PDF 4982 KB] (661)
16 [Borehole seismic:A bridge connecting multiple oil and gas exploration methods] 2021 Vol.56(4):922-934
CAI Zhidong [Abstract] ( 221 ) [HTML 0 KB][PDF 4675 KB] (541)
17 [Monte Carlo-Markov Chain stochastic inversion constrained by seismic waveform] 2021 Vol.56(3):543-554,592
ZHOU Shuangshuang, YIN Xingyao, PEI Song, YANG Yaming [Abstract] ( 218 ) [HTML 0 KB][PDF 3986 KB] (490)
18 [Random Forests lithology prediction method for imbalanced data sets] 2021 Vol.56(4):679-687
WANG Guangyu, SONG Jianguo, XU Fei, ZHANG Wen, LIU Jiong, CHEN Feixu [Abstract] ( 216 ) [HTML 0 KB][PDF 3674 KB] (611)
19 [Deep learning-driven velocity modeling based on seismic reflection data and multi-scale training sets] 2021 Vol.56(5):935-946
HAN Mingliang, ZOU Zhihui, MA Rui [Abstract] ( 216 ) [HTML 0 KB][PDF 2656 KB] (694)
20 [Seismic data reconstruction by SR-ADMM algorithm based on compressed sensing] 2021 Vol.56(6):1220-1228
DUAN Zhongyu, LI Tingting, XIAO Yong, WANG Yunlei, ZHENG Guijuan [Abstract] ( 216 ) [HTML 0 KB][PDF 7694 KB] (499)
21 [Thought about seismic resolution and countermea-sures of high-resolution seismic exploration] 2022 Vol.57(5):1250-1262
YUN Meihou, ZHAO Qiufang, Li Xiaobin [Abstract] ( 216 ) [HTML 0 KB][PDF 2097 KB] (502)
22 [Seismic rock physics modeling and shear wave velocity prediction method of coal measure strata] 2022 Vol.57(2):357-366
ZHOU Qi, YIN Xingyao, LI Kun [Abstract] ( 215 ) [HTML 0 KB][PDF 3369 KB] (391)
23 [Review and prospect of research on lacustrine carbonate rocks] 2022 Vol.57(2):487-497
LIU Zhen, ZHANG Junhua, WANG Jing, YU Zhengjun, SU Chaoguang [Abstract] ( 212 ) [HTML 0 KB][PDF 4379 KB] (514)
24 [New progress and research direction of geophysical prospecting techniques for deep shale gas in southern Sichuan Basin] 2023 Vol.58(1):238-248
ZHANG Shaohua, DENG Xiaojiang, FENG Xukui, WU Furong, YANG Xiao, GUAN Min [Abstract] ( 205 ) [HTML 0 KB][PDF 8022 KB] (383)
25 [Comparison of four optimization methods in elastic full-waveform inversion] 2022 Vol.57(1):118-128
LIU Yuhang, HUANG Jianping, YANG Jidong, LI Zhenchun, KONG Linghang, DING Zhaoyuan [Abstract] ( 201 ) [HTML 0 KB][PDF 3297 KB] (434)
26 [Reconstruction method of logging curves by 2D convolutional neural network integrating attention mechanism] 2023 Vol.58(5):1031-1041
ZHAI Xiaoyan, GAO Gang, LI Yonggen, CHEN Dong, GUI Zhixian, WANG Zhizhen [Abstract] ( 198 ) [HTML 0 KB][PDF 9617 KB] (370)
27 [Research progress of up-going and down-going wavefield separation for dual-sensor data] 2021 Vol.56(6):1419-1429
GAO Shaowu, SUN Pengyuan, FANG Yunfeng, MA Guangkai, ZHANG Xudong, YU Wanhui [Abstract] ( 197 ) [HTML 0 KB][PDF 4954 KB] (445)
28 [Quantitative prediction of tight sandstone sweet spots based on deep learning method with prior information constraints] 2023 Vol.58(1):65-74
WANG Di, ZHANG Yiming, ZHANG Fanchang, DING Jicai, NIU Cong [Abstract] ( 196 ) [HTML 0 KB][PDF 2856 KB] (319)
29 [Diffraction wave separation and imaging with deep learning network based on Encoder-Decoder framework] 2023 Vol.58(1):56-64
MA Ming, BAO Qianzong [Abstract] ( 194 ) [HTML 0 KB][PDF 2162 KB] (252)
30 [Absorption compensation based on self-adaptive signal identification] 2023 Vol.58(5):1062-1071
MA Xiong, LI Guofa, LIU Libin, GUI Zhixian [Abstract] ( 192 ) [HTML 0 KB][PDF 7610 KB] (332)
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