Making Invisible Visible: Data-Driven Seismic Inversion with Spatio-Temporally Constrained Data Augmentation

被引:0
|
作者
Yang, Yuxin [1 ,2 ]
Zhang, Xitong [1 ,3 ]
Guan, Qiang [2 ]
Lin, Youzuo [1 ]
机构
[1] Earth and Environmental Sciences Division, Los Alamos National Laboratory, Los Alamos,NM, United States
[2] Department of Computer Science, Kent State University, Kent,OH, United States
[3] Department of Computational Mathematics, Science and Engineering, Michigan State University, East Lansing,MI,48824, United States
来源
IEEE Transactions on Geoscience and Remote Sensing | 2022年 / 60卷
关键词
55;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Making Invisible Visible: Data-Driven Seismic Inversion With Spatio-Temporally Constrained Data Augmentation
    Yang, Yuxin
    Zhang, Xitong
    Guan, Qiang
    Lin, Youzuo
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60
  • [2] Data-driven parallelizable traffic incident detection using spatio-temporally denoised robust thresholds
    Chakraborty, Pranamesh
    Hegde, Chinmay
    Sharma, Anuj
    TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2019, 105 : 81 - 99
  • [3] STRAPS: A Fully Data-Driven Spatio-Temporally Regularized Algorithm for M/EEG Patch Source Imaging
    Liu, Ke
    Yu, Zhu Liang
    Wu, Wei
    Gu, Zhenghui
    Li, Yuanqing
    INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2015, 25 (04)
  • [4] Making Visible the Invisible: A Data-Driven Media Artwork, in Continuous Operation for 15 Years
    Legrady, George
    Hoetzlein, Rama
    ACM SIGGRAPH 2019 ART GALLERY (SIGGRAPH '19), 2019,
  • [5] Data-driven fast prestack structurally constrained inversion
    Yang, Yaming
    Xia, Xingtong
    Yin, Xingyao
    Li, Kun
    Wang, Jianli
    Liu, Hoagie
    GEOPHYSICS, 2022, 87 (03) : N31 - N43
  • [6] Spatio-temporally Statistical Modeling of Precipitation Data for Flood Forecast
    Su Ying
    Jin Zhanming
    Peng Gongqian
    Li Xia
    RECENT ADVANCE IN STATISTICS APPLICATION AND RELATED AREAS, VOLS I AND II, 2009, : 1701 - 1707
  • [7] Physics-Consistent Data-Driven Waveform Inversion With Adaptive Data Augmentation
    Rojas-Gomez, Renan
    Yang, Jihyun
    Lin, Youzuo
    Theiler, James
    Wohlberg, Brendt
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 19
  • [8] Spatio-temporally constrained origin-destination inferring using public transit fare card data
    Jin, Meihan
    Wang, Menghan
    Gong, Yongxi
    Liu, Yu
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2022, 603
  • [9] Data-Driven Seismic Waveform Inversion: A Study on the Robustness and Generalization
    Zhang, Zhongping
    Lin, Youzuo
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 58 (10): : 6900 - 6913
  • [10] Hierarchical multivariate CAR models for spatio-temporally correlated survival data
    Carlin, BP
    Banerjee, S
    BAYESIAN STATISTICS 7, 2003, : 45 - 63