基于地震数据深度学习的四川盆地三弱天然气储层预测理论方法研究

41430323
2014
D0408.油气地球物理学
曹俊兴
重点项目
教授
成都理工大学
380万元
储层预测;页岩气;甜点;深度学习;碳酸盐岩储层
2015-01-01到2019-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Recent Developments in Local Wave Decomposition Methods for Understanding Seismic Data: Application to Seismic Interpretation 期刊论文 Xue Y.;Cao J.;Wang X.;Li Y.;Du J.
2 Prediction on daily gas production of single well based on LSTM[C] 会议论文 Jie L;Junxing C;Jiachun Y
3 Reservoir Identification: Parameter Characterization or Feature Classification 会议论文 Junxing Cao
4 基于深度置信网络的总有机碳含量预测方法 期刊论文 叶绍泽;曹俊兴;吴施楷;谭峰
5 聚合经验模态分解和小波变换相结合的地震信号衰减分析 期刊论文 薛雅娟;曹俊兴
6 First-arrival traveltime computation for quasi-P waves in 2D transversely isotropic media using Fermat's principle-based fast marching 期刊论文 Hu Jiangtao;Cao Junxing;Wang Huazhong;Wang Xingjian;Jiang Xudong
7 深度学习及其在深层天然气储层预测中的应用实验 期刊论文 曹俊兴
8 A seismic facies classification method based on the convolutional neural network and the probabilistic framework for seismic attributes and spatial classification 期刊论文 Zhege Liu;Junxing Cao;Yujia Lu;Shuna Chen;Jianli Liu
9 Application of CEEMD-based attenuation estimation and wavelet-based cepstrum decomposition in shale gas reservoir characterization 会议论文 Xue Y;Cao J
10 3D first-arrival traveltime computation in orthorhombic media using dynamic programming 会议论文 Hu J;Cao J;Wang H.
11 Prediction of TOC based on pre-stack inversion and double hidden layer BP neural network 会议论文 Jiang X;Cao J;Cai Z
12 聚合经验模态分解在川西碳酸盐岩储层含气性检测中的应用 会议论文 薛雅娟;曹俊兴
13 Quantitative Experimental Research on the Correlation Between the Kerogen Content and Elastic Properties 会议论文 Xie J;Cao J;Di B
14 基于地震纹特征深度学习的天然气储层识别 会议论文 曹俊兴
15 Application of a variational mode decomposition-based instantaneous centroid estimation method to a carbonate reservoir in China 期刊论文 Xue Y J;Du H K;Cao J X;Jin Da;Chen Wei;Zhou Juan
16 川东南地区海相页岩气层TOC含量多参数融合预测 期刊论文 蒋旭东;曹俊兴;逯宇佳;何沂;蔡紫薇
17 基于连续限制玻尔兹曼机的支持向量机岩性识别方法 期刊论文 吴施楷;曹俊兴
18 3D P‐wave traveltime computation in transversely isotropic media using layer‐by‐layer wavefront marching 期刊论文 J Hu;J Cao;H Wang;X Wang;R Tian
19 中国西部海相碳酸盐岩层系构造-沉积分异与大规模油气聚集 奖励 刘树根;蔡勋育;何登发;侯明才;周文;曹俊兴;刘波;陈学华;文华国;孙玮
20 储层检测方法及装置 专利 曹俊兴;吴施楷;何晓燕
21 Frequency-dependent complex traveltime computation in TI media with weak attenuation using Fermat’s principle based fast marching 会议论文 Hu J;Wang P;Cao J;Wang H;Wang X
22 Application of discrete frequency coherence attributes in the fractured-vuggy bodies dectection of carbonate rocks 会议论文 Lu Y;Cao J;He Y;Gan Y;Lv X
23 Traveltime Computation in TI Media Using Fermat’s Principle Based Fast Marching 会议论文 Cao J X;Hu J T;Wang H Z
24 Seismic attenuation estimation using a complete ensemble empirical mode decomposition-based method 期刊论文 Xue Ya-juan;Cao Jun-xing;Du Hao-kun;Lin Kai;Yao Yao
25 Application of Local Wave Decomposition in Seismic Signal Processing-Earthquakes: Tectonics, Hazard and Risk Mitigation 专著 Ya‐juan Xue;Jun‐xing Cao;Gu‐lan Zhang;Hao‐kun Du;Zhan Wen;Xiao‐hui Zeng;Feng Zou
26 Effects of kerogen content on elastic properties‐based on artificial organic‐rich shale (AORS) 期刊论文 Xie J.;Cao J.;Schmitt D R;Bangrang Di;Lizhi Xiao;Xingjian Wang;Kai Wang;Yangkang Chen
27 Fine interpretation by using the VMD-based Instantaneous centroid estimation method for a marine carbonate gas reservoir 会议论文 Ya-Juan Xue;Junxing Cao;Xingjian Wang
28 3D Traveltime Computation in Orthorhombic Media Using Layer-by-layer Wavefront Marching 会议论文 Hu J T;Cao J X;Wang H Z
29 地震数据深度学习研究进展 会议论文 曹俊兴
30 Simultaneous separation, interpolation and tube wave suppression of vertical seismic profiling using matching pursuit based sparse beam forming 期刊论文 Jiangtao Hu;Junxing Cao;Huazhong Wang;Xingjian Wang;Xudong Jiang
31 Reservoir prediction based on Stacked denoising auto-encoder for feature extraction 会议论文 Yu Gan;Junxing Cao;Yujia Lu;Yi He;Hongyang Wang
32 Log reconstruction based on gated recurrent unit recurrent neural network 会议论文 Jun W;Jun-xing C;Jia-chun Y
33 Wavelet‐based cepstrumdecomposition of seismic data and its application in hydrocarbon detection 期刊论文 Xue Y;Cao J;Tian R;Du H;Yao Y
34 Advances on Empirical Mode Decomposition-based Time-Frequency Analysis Methods in hydrocarbon detection 会议论文 Ya-juan Xue;Jun-xing Cao;Xiao-hong Chen
35 深层碳酸盐岩储层含气性检测方法技术研究 期刊论文 曹俊兴;薛雅娟;田仁飞;舒亚祥
36 Application of deep learning optimization algorithm in full waveform inversion 会议论文 You J;Cao J
37 深时深层碳酸盐岩天然气储层预测 会议论文 曹俊兴
38 联合地震多参数综合预测TOC 含量--以川东南某探区龙马溪组为例 会议论文 蒋旭东;曹俊兴;蔡紫薇
39 Seismic facies analysis based on self-organizing map and empirical mode decomposition 期刊论文 Hao-kun Du;Junxing Cao;Ya-juan Xue;Xing-jian Wang
40 Gas Reservoir Identification Basing on Deep Learning of Seismic-print Characteristics 会议论文 Cao J;Wu S;He X
41 3D traveltime computation for quasi-P-wave in orthorhombic media using dynamic programming 期刊论文 Jiangtao Hu;Junxing Cao;Huazhong Wang;Shaoyong Liu;Xingjian Wang
42 First Arrival Time Identification Using Transfer Learning With Continuous Wavelet Transform Feature Images 期刊论文 Xiaofang Liao;Junxing Cao;Jiangtao Hu;Jiachun You;Xudong Jiang;Zhege Liu
43 Application of synchrosqueezed wavelet transforms to estimate the reservoir fluid mobility 期刊论文 Ya-Juan Xue;Jun-Xing Cao;Gu-Lan Zhang;Guang-Hui Cheng;Hui Chen
44 Seismic fracture detection of shale gas reservoir in Longmaxi formation, Sichuan Basin, China 会议论文 Lu Y;Cao J;Jiang X
45 Automatic first arrival picking combining transfer learning and the short-time Fourier transform 会议论文 Liao X;Cao J;Jiang X;Wang P;Wang S
46 Secondary Migration of Oil and Gas Induced by Earthquake and Earth Tide 会议论文 He X;Cao J.
47 Shale seismic facies recognition technology based on sparse autoencoder 会议论文 Yi He;Junxing Cao;Yujia Lu;Yu Gan;Xuesong Lv
48 Deep Learning: Chance and Challenge for Deep Gas Reservoir Identification 会议论文 Junxing Cao;Shikai Wu
49 Iterative deblending for simultaneous source data using deep neural network 期刊论文 Zu S;Cao J;Qu S;Chen Y.
50 基于机器学习的孔隙度预测方法研究 期刊论文 甘宇;何沂;逯宇佳;吕雪松
51 Does mode mixing matter in EMD-based highlight volume methods for hydrocarbon detection? Experimental evidence. 期刊论文 Ya-juan Xue;Junxing Cao;Hao-kun Du;Zhang G l;Yao Yao
52 Application of the variational mode decomposition for seismic time-frequency analysis. 期刊论文 Ya-Juan Xue;Jun-Xing Cao;Da-Xing Wang;Hao-Kun Du;Yao Yao
53 Inverse Q filtering via synchrosqueezed wavelet transform 期刊论文 Xue Ya Juan;Cao Jun Xing;Wang Xing Jian
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