{"title":"Kriging near-surface modeling method based on Mixture Density Networks(MDN) optimization","authors":"Dai Ping, Pan Shulin","doi":"10.1190/iwmg2021-47.1","DOIUrl":"https://doi.org/10.1190/iwmg2021-47.1","url":null,"abstract":"","PeriodicalId":396913,"journal":{"name":"SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021","volume":"41 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":"123092736","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}
{"title":"Seismic data interpolation via nonlocal self-similarity prior","authors":"Xiao Niu, Lihua Fu, Wenqian Fang","doi":"10.1190/iwmg2021-14.1","DOIUrl":"https://doi.org/10.1190/iwmg2021-14.1","url":null,"abstract":"","PeriodicalId":396913,"journal":{"name":"SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021","volume":"29 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":"122572199","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}
Xuping Chen, H. Chen, Ying Hu, Xinyue Zhou, Siyuan Wang
{"title":"Second-order time-squeezing transform for seismic time-frequency analysis","authors":"Xuping Chen, H. Chen, Ying Hu, Xinyue Zhou, Siyuan Wang","doi":"10.1190/iwmg2021-48.1","DOIUrl":"https://doi.org/10.1190/iwmg2021-48.1","url":null,"abstract":"","PeriodicalId":396913,"journal":{"name":"SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021","volume":"45 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":"124055836","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}
{"title":"Research on buried hill fault detection method based on 3D fully convolutional neural network and transfer learning","authors":"F. Lyu, Junping Liu, Jie Zhou, Danli Wang","doi":"10.1190/iwmg2021-10.1","DOIUrl":"https://doi.org/10.1190/iwmg2021-10.1","url":null,"abstract":"","PeriodicalId":396913,"journal":{"name":"SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021","volume":"69 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":"132495493","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}
{"title":"Acoustic impedance inversion using convolutional neural network with transfer learning","authors":"Shaoyong Liu, Wen-Yao Ni, Wenqian Fang, Lihua Fu","doi":"10.1190/iwmg2021-36.1","DOIUrl":"https://doi.org/10.1190/iwmg2021-36.1","url":null,"abstract":"","PeriodicalId":396913,"journal":{"name":"SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021","volume":"1 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":"126475077","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}
Keran Li, Jinmin Song, Haijun Yan, Shu-gen Liu, Di Yang, Zhi-wu Li, Xin Jin, Jiaxin Ren, Linying Zhao, Jiarui Wang
{"title":"Carbonate microfacies classification model based on dual neural network: A case study in the Moxi Gas Field, Central Sichuan Basin","authors":"Keran Li, Jinmin Song, Haijun Yan, Shu-gen Liu, Di Yang, Zhi-wu Li, Xin Jin, Jiaxin Ren, Linying Zhao, Jiarui Wang","doi":"10.1190/iwmg2021-19.1","DOIUrl":"https://doi.org/10.1190/iwmg2021-19.1","url":null,"abstract":"","PeriodicalId":396913,"journal":{"name":"SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021","volume":"196 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":"123073358","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}
{"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}
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}
{"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}
{"title":"Study on heat conduction mechanism of hot dry rocks in deep Earth","authors":"W. Gao, Jingtao Zhao","doi":"10.1190/iwmg2021-41.1","DOIUrl":"https://doi.org/10.1190/iwmg2021-41.1","url":null,"abstract":"","PeriodicalId":396913,"journal":{"name":"SEG 2021 Workshop: 4th International Workshop on Mathematical Geophysics: Traditional & Learning, Virtual, 17–19 December 2021","volume":"24 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":"117055864","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}
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