Neural networks for geophysicists and their application to seismic data interpretation

被引:22
|
作者
Peters, Bas [1 ]
Haber, Eldad [1 ]
Granek, Justin [2 ]
机构
[1] University of British Columbia, Vancouver, Canada
[2] Computational Geosciences Inc., Vancouver, Canada
来源
Leading Edge | 2019年 / 38卷 / 07期
关键词
Field data - Forward modeling - Geophysical inverse problems - interpretation - inversion - Network-based learning - Seismic data interpretations - Seismic image;
D O I
10.1190/tle38070534.1
中图分类号
学科分类号
摘要
24
引用
收藏
页码:534 / 540
相关论文
共 50 条
  • [1] SEISMIC INTERPRETATION FOR NON-GEOPHYSICISTS
    COFFEEN, JA
    [J]. WORLD OIL, 1974, 178 (05) : 77 - 80
  • [2] Neural networks and their applications in lithostratigraphic interpretation of seismic data for reservoir characterization
    Singh, V.
    Srivastava, A.K.
    Tiwary, D.N.
    Painuly, P.K.
    Chandra, Mahesh
    [J]. Leading Edge (Tulsa, OK), 2007, 26 (10): : 1244 - 1260
  • [3] The application of seismic geomorphology on interpretation for seismic data
    Chen, Xuefei
    Wang, Xueben
    Liu, Lihui
    [J]. NEAR-SURFACE GEOPHYSICS AND GEOHAZARDS - PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON ENVIRONMENTAL AND ENGINEERING GEOPHYSICS, VOLS 1 AND 2, 2010, : 1021 - 1025
  • [4] The application of neural networks to the integrated interpretation multispectral data.
    Munk, ME
    Madison, MS
    Robb, EW
    [J]. ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 1998, 216 : U775 - U775
  • [5] APPLICATION OF NEURAL NETWORKS TO THE INTERPRETATION OF LABORATORY DATA IN CANCER-DIAGNOSIS
    ASTION, ML
    WILDING, P
    [J]. CLINICAL CHEMISTRY, 1992, 38 (01) : 34 - 38
  • [6] APPLICATION OF NEURAL NETWORKS AND CELLULAR-AUTOMATA TO INTERPRETATION OF CALORIMETER DATA
    BRETON, V
    FONVIEILLE, H
    GRENIER, P
    GUICHENEY, C
    JOUSSET, J
    ROBLIN, Y
    TAMIN, F
    [J]. NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 1995, 362 (2-3): : 478 - 486
  • [7] NEURAL NETWORKS AND INVERSION OF SEISMIC DATA
    ROTH, G
    TARANTOLA, A
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH, 1994, 99 (B4) : 6753 - 6768
  • [8] How geophysicists' intuition helps seismic data processing
    Gholamy, Afshin
    Kreinovich, Vladik
    [J]. PROCEEDINGS OF THE 2015 CONFERENCE OF THE INTERNATIONAL FUZZY SYSTEMS ASSOCIATION AND THE EUROPEAN SOCIETY FOR FUZZY LOGIC AND TECHNOLOGY, 2015, 89 : 749 - 756
  • [9] Graph neural networks for multivariate time series regression with application to seismic data
    Bloemheuvel, Stefan
    van den Hoogen, Jurgen
    Jozinovic, Dario
    Michelini, Alberto
    Atzmueller, Martin
    [J]. INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, 2023, 16 (03) : 317 - 332
  • [10] Graph neural networks for multivariate time series regression with application to seismic data
    Stefan Bloemheuvel
    Jurgen van den Hoogen
    Dario Jozinović
    Alberto Michelini
    Martin Atzmueller
    [J]. International Journal of Data Science and Analytics, 2023, 16 : 317 - 332