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SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021最新文献

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Wave equation-based Q tomography for reflected wave 基于波动方程的反射波Q层析成像
SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021 Pub Date : 2022-02-24 DOI: 10.1190/iwmg2021-45.1
Yanan Ran, Qingqing Li, L. Fu, Q. Du
{"title":"Wave equation-based Q tomography for reflected wave","authors":"Yanan Ran, Qingqing Li, L. Fu, Q. Du","doi":"10.1190/iwmg2021-45.1","DOIUrl":"https://doi.org/10.1190/iwmg2021-45.1","url":null,"abstract":"","PeriodicalId":396913,"journal":{"name":"SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132748691","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Seismic facies classification based on deep high-resolution representation learning: Experiments on the SEG 2020 machine learning open data 基于深度高分辨率表示学习的地震相分类——SEG 2020机器学习开放数据实验
SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021 Pub Date : 2022-02-24 DOI: 10.1190/iwmg2021-25.1
Wenhui Nie, Xintao Chai, Taihui Yang, Junyong Yu
{"title":"Seismic facies classification based on deep high-resolution representation learning: Experiments on the SEG 2020 machine learning open data","authors":"Wenhui Nie, Xintao Chai, Taihui Yang, Junyong Yu","doi":"10.1190/iwmg2021-25.1","DOIUrl":"https://doi.org/10.1190/iwmg2021-25.1","url":null,"abstract":"","PeriodicalId":396913,"journal":{"name":"SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134532984","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
2D magnetotelluric data super resolution inversion using U-NET 基于U-NET的二维大地电磁资料超分辨率反演
SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021 Pub Date : 2022-02-24 DOI: 10.1190/iwmg2021-40.1
Han Wang, C. Yin, Yunhe Liu, Yang Su, Bo Zhang, X. Ren
{"title":"2D magnetotelluric data super resolution inversion using U-NET","authors":"Han Wang, C. Yin, Yunhe Liu, Yang Su, Bo Zhang, X. Ren","doi":"10.1190/iwmg2021-40.1","DOIUrl":"https://doi.org/10.1190/iwmg2021-40.1","url":null,"abstract":"","PeriodicalId":396913,"journal":{"name":"SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131771870","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Suppression of random and outlier noise with simultaneous reconstruction of seismic data based on U-Net 基于U-Net的地震数据同步重建中的随机噪声和离群噪声抑制
SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021 Pub Date : 2022-02-24 DOI: 10.1190/iwmg2021-06.1
Zhong-xiao Li, Boyang Qu, Haotian Gao, Zhina Li, Zhenchun Li
{"title":"Suppression of random and outlier noise with simultaneous reconstruction of seismic data based on U-Net","authors":"Zhong-xiao Li, Boyang Qu, Haotian Gao, Zhina Li, Zhenchun Li","doi":"10.1190/iwmg2021-06.1","DOIUrl":"https://doi.org/10.1190/iwmg2021-06.1","url":null,"abstract":"","PeriodicalId":396913,"journal":{"name":"SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131888517","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Off-the-grid blended data deblending via a sinc-based interpolator 基于插值器的离网混合数据解混
SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021 Pub Date : 2022-02-24 DOI: 10.1190/iwmg2021-02.1
Benfeng Wang, J. Geng, Jiawen Song
{"title":"Off-the-grid blended data deblending via a sinc-based interpolator","authors":"Benfeng Wang, J. Geng, Jiawen Song","doi":"10.1190/iwmg2021-02.1","DOIUrl":"https://doi.org/10.1190/iwmg2021-02.1","url":null,"abstract":"","PeriodicalId":396913,"journal":{"name":"SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129785121","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Seismic diffraction separation method using deep learning 采用深度学习的地震衍射分离方法
SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021 Pub Date : 2022-02-24 DOI: 10.1190/iwmg2021-18.1
Tongjie Sheng, Jingtao Zhao
{"title":"Seismic diffraction separation method using deep learning","authors":"Tongjie Sheng, Jingtao Zhao","doi":"10.1190/iwmg2021-18.1","DOIUrl":"https://doi.org/10.1190/iwmg2021-18.1","url":null,"abstract":"","PeriodicalId":396913,"journal":{"name":"SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128246424","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ADASYN-CatBoost method for lithology identification with imbalanced well-logging data: A case study of Zhaoxian Gold deposit in northwest Jiaodong peninsula, China adasync - catboost非平衡测井岩性识别方法——以胶东半岛西北部昭县金矿床为例
SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021 Pub Date : 2022-02-24 DOI: 10.1190/iwmg2021-38.1
Zhuo Yi, Y. Zou
{"title":"ADASYN-CatBoost method for lithology identification with imbalanced well-logging data: A case study of Zhaoxian Gold deposit in northwest Jiaodong peninsula, China","authors":"Zhuo Yi, Y. Zou","doi":"10.1190/iwmg2021-38.1","DOIUrl":"https://doi.org/10.1190/iwmg2021-38.1","url":null,"abstract":"","PeriodicalId":396913,"journal":{"name":"SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116536406","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Application of greedy deep dictionary learning 贪婪深度字典学习的应用
SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021 Pub Date : 2022-02-24 DOI: 10.1190/iwmg2021-04.1
De-ying Wang, Kai Zhang, Zhenchun Li, Xin Xu, Qiang Liu, Yikui Zhang, Min Hu
{"title":"Application of greedy deep dictionary learning","authors":"De-ying Wang, Kai Zhang, Zhenchun Li, Xin Xu, Qiang Liu, Yikui Zhang, Min Hu","doi":"10.1190/iwmg2021-04.1","DOIUrl":"https://doi.org/10.1190/iwmg2021-04.1","url":null,"abstract":"","PeriodicalId":396913,"journal":{"name":"SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116634591","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Gauss-Newton reflection full waveform inversion with second-order adjoint state method 二阶伴随态法高斯-牛顿反射全波形反演
SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021 Pub Date : 2022-02-24 DOI: 10.1190/iwmg2021-46.1
Tengfei Wang, Jiubing Cheng, J. Geng
{"title":"Gauss-Newton reflection full waveform inversion with second-order adjoint state method","authors":"Tengfei Wang, Jiubing Cheng, J. Geng","doi":"10.1190/iwmg2021-46.1","DOIUrl":"https://doi.org/10.1190/iwmg2021-46.1","url":null,"abstract":"","PeriodicalId":396913,"journal":{"name":"SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123600921","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Karst cave detection and prediction by using two fully convolutional neural networks 基于两个全卷积神经网络的溶洞探测与预测
SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021 Pub Date : 2022-02-24 DOI: 10.1190/iwmg2021-23.1
Xingyu Yan, H. Gu, Youping Yan
{"title":"Karst cave detection and prediction by using two fully convolutional neural networks","authors":"Xingyu Yan, H. Gu, Youping Yan","doi":"10.1190/iwmg2021-23.1","DOIUrl":"https://doi.org/10.1190/iwmg2021-23.1","url":null,"abstract":"","PeriodicalId":396913,"journal":{"name":"SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129660543","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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