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Proceedings Papers

Semi-automated prestack seismic inversion workflow using temporal convolutional networks

Hussain Alfayez, Robert Smith, Ayman Suleiman, Nasher AlBinHasan
Publisher: Society of Exploration Geophysicists
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3746095
DOI: https://doi.org/10.1190/image2022-3746095.1
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View Paper titled, Semi-automated prestack seismic inversion workflow using temporal convolutional networks
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Proceedings Papers

Time-lapse seismic cross-equalization using temporal convolutional networks

Abdullah Alali, Robert Smith, Philippe Nivlet, Andrey Bakulin, Tariq Alkhalifah
Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3583439
DOI: https://doi.org/10.1190/segam2021-3583439.1
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View Paper titled, Time-lapse seismic cross-equalization using temporal convolutional networks
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Proceedings Papers

Target-oriented time-lapse elastic full-waveform inversion assisted by deep learning with prior information

Yuanyuan Li, Andrey Bakulin, Philippe Nivlet, Robert Smith, Tariq Alkhalifah
Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3581711
DOI: https://doi.org/10.1190/segam2021-3581711.1
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View Paper titled, Target-oriented time-lapse elastic full-waveform inversion assisted by deep learning with prior information
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Proceedings Papers

A semi-quantitative integration of 4D seismic with the reservoir model for monitoring of injected gas volumes in a land carbonate reservoir

Philippe Nivlet, Robert Smith, Andrey Bakulin, Rudi Lubbe
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3413533
DOI: https://doi.org/10.1190/segam2020-3413533.1
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View Paper titled, A semi-quantitative integration of 4D seismic with the reservoir model for monitoring of injected gas volumes in a land carbonate reservoir
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Proceedings Papers

Automated well-to-seismic tie using deep neural networks

Philippe Nivlet, Robert Smith, Nasher AlBinHassan
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3422495
DOI: https://doi.org/10.1190/segam2020-3422495.1
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View Paper titled, Automated well-to-seismic tie using deep neural networks
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Proceedings Papers

Machine learning algorithms for real-time prediction of the sonic logs based on drilling parameters and downhole accelerometers

Stanislav Glubokovskikh, Andrey Bakulin, Robert Smith, Ilya Silvestrov
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3427085
DOI: https://doi.org/10.1190/segam2020-3427085.1
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View Paper titled, Machine learning algorithms for real-time prediction of the sonic logs based on drilling parameters and downhole accelerometers
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Proceedings Papers

Cross-equalization of time-lapse seismic data using recurrent neural networks

Abdullah Alali, Vladimir Kazei, Bingbing Sun, Robert Smith, Phlippe Nivlet, Andrey Bakulin, Tariq Alkalifah
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3424773
DOI: https://doi.org/10.1190/segam2020-3424773.1
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View Paper titled, Cross-equalization of time-lapse seismic data using recurrent neural networks
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Proceedings Papers

Performance of a hybrid seismic monitoring system with buried receivers for an onshore carbonate reservoir: Current status and way forward

Robert Smith, Andrey Bakulin, Michael Jervis
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3215586
DOI: https://doi.org/10.1190/segam2019-3215586.1
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View Paper titled, Performance of a hybrid seismic monitoring system with buried receivers for an onshore carbonate reservoir: Current status and way forward
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Proceedings Papers

Deep learning network optimization and hyper-parameter tuning

Michael Jervis, Mingliang Liu, Weichang Li, Robert Smith
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3209216
DOI: https://doi.org/10.1190/segam2019-3209216.1
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View Paper titled, Deep learning network optimization and hyper-parameter tuning
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Proceedings Papers

Seismic imaging of vertical array data acquired using smart DAS uphole acquisition system

Andrey Bakulin, Pavel Golikov, Kevin Erickson, Ilya Silvestrov, Young Seo Kim, Robert Smith, Mustafa Al-Ali
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2995404
DOI: https://doi.org/10.1190/segam2018-2995404.1
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View Paper titled, Seismic imaging of vertical array data acquired using smart DAS uphole acquisition system
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Proceedings Papers

Smart DAS uphole acquisition system for near-surface characterization and imaging

Andrey Bakulin, Pavel Golikov, Robert Smith, Kevin Erickson, Ilya Silvestrov, Mustafa Al-Ali
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2995883
DOI: https://doi.org/10.1190/segam2018-2995883.1
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View Paper titled, Smart DAS uphole acquisition system for near-surface characterization and imaging
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Proceedings Papers

Processing and repeatability of 4D buried receiver data in a desert environment

Andrey Bakulin, Robert Smith, Michael Jervis, Christos Saragiotis, Emad Al-Hemyari, Abdullah Alramadhan
Paper presented at the 2016 SEG International Exposition and Annual Meeting, October 16–21, 2016
Paper Number: SEG-2016-13849971
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View Paper titled, Processing and repeatability of 4D buried receiver data in a desert environment
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Proceedings Papers

Near Surface Changes and 4D Seismic Repeatability in Desert Environment: From Days to Years

Andrey Bakulin, Robert Smith, Mike Jervis
Paper presented at the 2014 SEG Annual Meeting, October 26–31, 2014
Paper Number: SEG-2014-0429
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View Paper titled, Near Surface Changes and 4D Seismic Repeatability in Desert Environment: From Days to Years
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Proceedings Papers

Making Seismic Monitoring Work in a Desert Environment With Complex Near Surface

Andrey Bakulin, Mike Jervis, Roy Burnstad, Robert Smith
Paper presented at the 2013 SEG Annual Meeting, September 22–27, 2013
Paper Number: SEG-2013-0886
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View Paper titled, Making Seismic Monitoring Work in a Desert Environment With Complex Near Surface
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Proceedings Papers

Evaluating New Designs of Land Hydrophones and Geophones for Permanent Monitoring

Roy Burnstad, Andrey Bakulin, Robert Smith, Mike Jervis
Paper presented at the 2013 SEG Annual Meeting, September 22–27, 2013
Paper Number: SEG-2013-1020
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View Paper titled, Evaluating New Designs of Land Hydrophones and Geophones for Permanent Monitoring
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