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Journal Article

Synthetic seismic data for training deep learning networks

Tom P. Merrifield, Donald P. Griffith, S. Ahmad Zamanian, Stephane Gesbert, Satyakee Sen, Jorge De La Torre Guzman, R. David Potter, Henning Kuehl
Journal: Interpretation
Published: 17 May 2022
Interpretation (2022) SE31–SE39.
DOI: https://doi.org/10.1190/INT-2021-0193.1
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Improvement of generalization capability of 2D salt segmentation via iterative semisupervised learning

Lingxiao Jia, Satyakee Sen, Subhashis Mallick
Journal: Interpretation
Published: 22 February 2022
Interpretation (2022) 10 (2): T213–T222.
DOI: https://doi.org/10.1190/INT-2021-0089.1
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SaltNet: A production-scale deep learning pipeline for automated salt model building

Satyakee Sen, Sribharath Kainkaryam, Cen Ong, Arvind Sharma
Journal: The Leading Edge
Published: 01 March 2020
The Leading Edge (2020) 39 (3): 195–203.
DOI: https://doi.org/10.1190/tle39030195.1
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Regularization strategies for deep-learning-based salt model building

Satyakee Sen, Sribharath Kainkaryam, Cen Ong, Arvind Sharma
Journal: Interpretation
Published: 15 October 2019
Interpretation (2019) 7 (4): T911–T922.
DOI: https://doi.org/10.1190/INT-2018-0229.1
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