Machine learning approaches for seismic-facies prediction and reservoir-property inversion
Author:
Affiliation:
1. Shell
Publisher
Society of Exploration Geophysicists
Link
https://library.seg.org/doi/pdf/10.1190/segam2018-2996374.1
Reference15 articles.
1. Donahue, J., L. A. Hendricks, S. Guadarrama, M. Rohrbach, S. Venugopalan, T. Darrell, and K. Saenko, 2015, long-term recurrent convolutional networks for visual recognition and decription: IEEE Conference on Computer Vision and Pattern Recognition.
2. Hampson, D. P., and B. H. Russell, 2005, Simultaneous inversion of pre-stack seismic data: 75th Annual International Meeting, SEG, Expanded Abstracts, 1633–1637.
3. Jin, L., M. Sen, T. Hong, and P. Stoffa, 2007, Joint estimation of porosity and saturation by combining a rock physics model and constrained pre-stack seismic waveform inversion: SEG Annual meeting San Antonio.
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1. Seismic facies analysis using machine learning techniques: a review and case study;Earth Science Informatics;2024-07-17
2. Data augmentation using CycleGAN for overcoming the imbalance problem in petrophysical facies classification;SEG Technical Program Expanded Abstracts 2020;2020-09-30
3. Pre-stack seismic inversion using SeisInv-ResNet;SEG Technical Program Expanded Abstracts 2019;2019-08-10
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