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Proceedings Papers

Machine learning-driven rock classification to optimize completion and hydraulic fracturing design in the Tuscaloosa Marine Shale

Jamal Ahmadov, Cristina Mariana Ruse
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-2022-3751751
DOI: https://doi.org/10.1190/image2022-3751751.1
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View Paper titled, Machine learning-driven rock classification to optimize completion and hydraulic fracturing design in the Tuscaloosa Marine Shale
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Proceedings Papers

Seismic intelligent characterization of paleocave filling types in deeply buried carbonate reservoirs

Jiangyun Zhang, Fei Tian, Wenxiu Zhang, Wenhao Zheng, Wang Zhang, Zhongxing Wang
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-2022-3751896
DOI: https://doi.org/10.1190/image2022-3751896.1
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View Paper titled, Seismic intelligent characterization of paleocave filling types in deeply buried carbonate reservoirs
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Proceedings Papers

A deep learning based surrogate and uncertainty quantification for fast electromagnetic modeling in complex formations

Yuchen Jin, Chaoxian Qi, Li Yan, Yueqin Huang, Xuqing Wu, Jiefu Chen
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-2022-3751935
DOI: https://doi.org/10.1190/image2022-3751935.1
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View Paper titled, A deep learning based surrogate and uncertainty quantification for fast electromagnetic modeling in complex formations
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Proceedings Papers

ML-based deconvolution method for high-resolution fast inversion of induction log data in deviated wells

Teruhiko Hagiwara
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-2022-3727331
DOI: https://doi.org/10.1190/image2022-3727331.1
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View Paper titled, ML-based deconvolution method for high-resolution fast inversion of induction log data in deviated wells
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Proceedings Papers

Machine learning-based anisotropy characterization of Wolfcamp shales in the Midland Basin

Jaewook Lee, David E Lumley
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-2022-3728528
DOI: https://doi.org/10.1190/image2022-3728528.1
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View Paper titled, Machine learning-based anisotropy characterization of Wolfcamp shales in the Midland Basin
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Proceedings Papers

Using gadolinium and titanium well logs to prospect for critical mineral enrichment in the black shales of the Cherokee Forest City Basin

Zach Grosch, Franek Hasiuk, Stephan Oborny
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-2022-3730475
DOI: https://doi.org/10.1190/image2022-3730475.1
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View Paper titled, Using gadolinium and titanium well logs to prospect for critical mineral enrichment in the black shales of the Cherokee Forest City Basin
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Proceedings Papers

Comprehensive lithological description, reservoir property, and pore-pressure prediction for unconventional shale reservoirs using rock physics: Midland reservoir characterization case study

Sagnik Dasgupta
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-2022-3750232
DOI: https://doi.org/10.1190/image2022-3750232.1
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View Paper titled, Comprehensive lithological description, reservoir property, and pore-pressure prediction for unconventional shale reservoirs using rock physics: Midland reservoir characterization case study
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Proceedings Papers

A quantitatively determining gas saturation method by pulsed neutron logging technique in complex cased borehole

Guiping Xiao, Feng Zhang, Jilin Fan, Fangwei Tang, Wei Zheng Shang
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-2022-3750434
DOI: https://doi.org/10.1190/image2022-3750434.1
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View Paper titled, A quantitatively determining gas saturation method by pulsed neutron logging technique in complex cased borehole
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Proceedings Papers

Identification and preliminary evaluation of source rocks within the Mississippian Madison Group: Williston Basin, North America

Timothy O. Nesheim, Stephen H. Nordeng, Chioma J. Onwumelu
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-2022-3748237
DOI: https://doi.org/10.1190/image2022-3748237.1
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View Paper titled, Identification and preliminary evaluation of source rocks within the Mississippian Madison Group: Williston Basin, North America
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Proceedings Papers

Accuracy of Archie’s law for clayey soils with high swelling capacity

Sina Saneiyan, Ethan Siegenthaler, Daniel Gimenez, Lee Slater
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-2022-3748322
DOI: https://doi.org/10.1190/image2022-3748322.1
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View Paper titled, Accuracy of Archie’s law for clayey soils with high swelling capacity
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Proceedings Papers

Lithology variability and channel geomorphology of the mixed carbonate-siliciclastic San Andres and Grayburg interval using frequency-based seismic attributes, southwestern Midland Basin

Laura Ortiz-Sanguino, Heather Bedle, Matthew J. Pranter, Sumit Verma
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-2022-3748560
DOI: https://doi.org/10.1190/image2022-3748560.1
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View Paper titled, Lithology variability and channel geomorphology of the mixed carbonate-siliciclastic San Andres and Grayburg interval using frequency-based seismic attributes, southwestern Midland Basin
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Proceedings Papers

Using drilling data to characterize reservoirs

Kevin Wutherich, Jason Glascock, Bill Katon, Brian Sinosic
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-2022-3749056
DOI: https://doi.org/10.1190/image2022-3749056.1
View Paper titled, Using drilling data to characterize reservoirs
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Proceedings Papers

Machine learnings and lessons learned on improvements to Castagna’s mudrock, Gardner’s density, and Faust’s velocity estimation

David J. Emery, Marcelo Guarido, Brian Russell, Daniel Trad
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-2022-3749277
DOI: https://doi.org/10.1190/image2022-3749277.1
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View Paper titled, Machine learnings and lessons learned on improvements to Castagna’s mudrock, Gardner’s density, and Faust’s velocity estimation
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Proceedings Papers

Imaging near wellbore fractures by using Stoneley wave

Xuekai Sun, Jun Zhou, Chunhao Yu, Xiugang Ma, Chris Ayadiuno, Jufeng Zhou
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-2022-3740415
DOI: https://doi.org/10.1190/image2022-3740415.1
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View Paper titled, Imaging near wellbore fractures by using Stoneley wave
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Proceedings Papers

An enhanced method for gas evaluation by pulsed neutron logging technology in tight reservoirs

Bing Xie, Jilin Fan, Feng Zhang
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-2022-3740997
DOI: https://doi.org/10.1190/image2022-3740997.1
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View Paper titled, An enhanced method for gas evaluation by pulsed neutron logging technology in tight reservoirs
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Proceedings Papers

Carbonate reservoir property prediction technique based on petrophysical reservoir types (PRT) identification and seismic inversion

Nie Qihai, Chen Xin, Li Jianlin, Liu Yong, Zhao Min, Qi Qunli, Xiao Dengyi, Chen Shuangting, Yan Xiaohuan, Yu Wenwen, Lv Lu, Peng Bo, Li Qiang, An Fuli, Wang Bo, Gao Xiaoli, Yang Chen
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-2022-3750539
DOI: https://doi.org/10.1190/image2022-3750539.1
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View Paper titled, Carbonate reservoir property prediction technique based on petrophysical reservoir types (PRT) identification and seismic inversion
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Proceedings Papers

Comparison of unsupervised machine learning model to core-observed facies within the basinal shale Late Devonian Duvernay Formation in the Western Canada Sedimentary Basin

Elisabeth G. Rau, Stacy Atchley, David Yeates, Kathy Breen
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-2022-3750586
DOI: https://doi.org/10.1190/image2022-3750586.1
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View Paper titled, Comparison of unsupervised machine learning model to core-observed facies within the basinal shale Late Devonian Duvernay Formation in the Western Canada Sedimentary Basin
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Proceedings Papers

Identifying mass transport deposits using image logs and core in Bone Spring and Wolfcamp Formations, Delaware Basin: Implications for mapping, facies distribution, reservoir properties, and unraveling subsurface chaos

Joshua J. O’Brien, Jarret M. Borell, Chris Bowie, Erik P. Kvale
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-2022-3750623
DOI: https://doi.org/10.1190/image2022-3750623.1
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View Paper titled, Identifying mass transport deposits using image logs and core in Bone Spring and Wolfcamp Formations, Delaware Basin: Implications for mapping, facies distribution, reservoir properties, and unraveling subsurface chaos
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Proceedings Papers

Time-lapse inversion of airborne electromagnetic data for monitoring saltwater intrusion in the Salinas Valley of California, USA

Seogi Kang, Rosemary Knight
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-2022-3750766
DOI: https://doi.org/10.1190/image2022-3750766.1
View Paper titled, Time-lapse inversion of airborne electromagnetic data for monitoring saltwater intrusion in the Salinas Valley of California, USA
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Proceedings Papers

High resolution petrophysical and geomechanical characterization for subsurface stress prediction in the Permian Basin

Emmanuel Oyewole, Brian Crawford
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-2022-3750796
DOI: https://doi.org/10.1190/image2022-3750796.1
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View Paper titled, High resolution petrophysical and geomechanical characterization for subsurface stress prediction in the Permian Basin
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