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Proceedings Papers

Utilizing Machine Learning to Improve Reserves Estimation and Production Forecasting Accuracy

Ashutosh Sharma, Ishank Gupta, Thai Phi, Shubhranshu Ashesh, Ram Kumar, Fabio German Borgogno
Paper presented at the SPE/AAPG/SEG Latin America Unconventional Resources Technology Conference, December 4–6, 2023
Paper Number: URTEC-2023-3969759-MS
https://doi.org/10.15530/urtec-2023-3969759
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Journal Articles

Fracture Hits in Unconventional Reservoirs: A Critical Review

Ishank Gupta, Chandra Rai, Deepak Devegowda, Carl H. Sondergeld
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 26 (01): 412–434.
Paper Number: SPE-203839-PA
https://doi.org/10.2118/203839-PA
Published: 10 February 2021
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Journal Articles

Application of Interpretable Machine-Learning Workflows To Identify Brittle, Fracturable, and Producible Rock in Horizontal Wells Using Surface Drilling Data

Ngoc Lam Tran, Ishank Gupta, Deepak Devegowda, Vikram Jayaram, Hamidreza Karami, Chandra Rai, Carl H. Sondergeld
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 23 (04): 1328–1342.
Paper Number: SPE-202486-PA
https://doi.org/10.2118/202486-PA
Published: 12 November 2020
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View article titled, Application of Interpretable Machine-Learning Workflows To Identify Brittle, Fracturable, and Producible Rock in Horizontal Wells Using Surface Drilling Data
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Proceedings Papers

Machine Learning Workflow to Identify Brittle, Fracable and Producible Rock in Horizontal Wells Using Surface Drilling Data

Ngoc Lam Tran, Ishank Gupta, Deepak Devegowda, Hamidreza Karami, Chandra Rai, Vikram Jayaram, Carl Sondergeld
Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201456-MS
https://doi.org/10.2118/201456-MS
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View Paper titled, Machine Learning Workflow to Identify Brittle, Fracable and Producible Rock in Horizontal Wells Using Surface Drilling Data
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Journal Articles

Impact of Surfactants on Hydrocarbon Mobility in Shales

Ishank Gupta, Chandra S. Rai, Carl H. Sondergeld
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 23 (03): 1105–1117.
Paper Number: SPE-201110-PA
https://doi.org/10.2118/201110-PA
Published: 13 August 2020
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Proceedings Papers

A Data-Driven Approach to Detect and Quantify the Impact of Frac-Hits on Parent and Child Wells in Unconventional Formations

Ishank Gupta, Chandra Rai, Deepak Devegowda, Carl Sondergeld
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-2190-MS
https://doi.org/10.15530/urtec-2020-2190
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View Paper titled, A Data-Driven Approach to Detect and Quantify the Impact of Frac-Hits on Parent and Child Wells in Unconventional Formations
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Journal Articles

Looking Ahead of the Bit Using Surface Drilling and Petrophysical Data: Machine-Learning-Based Real-Time Geosteering in Volve Field

Ishank Gupta, Ngoc Tran, Deepak Devegowda, Vikram Jayaram, Chandra Rai, Carl Sondergeld, Hamidreza Karami
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 25 (02): 990–1006.
Paper Number: SPE-199882-PA
https://doi.org/10.2118/199882-PA
Published: 16 April 2020
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View article titled, Looking Ahead of the Bit Using Surface Drilling and Petrophysical Data: Machine-Learning-Based Real-Time Geosteering in Volve Field
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Journal Articles

Chemically Induced Formation Damage in Shale

Wyatt Wick, Shantanu Taneja, Ishank Gupta, Carl H. Sondergeld, Chandra S. Rai
Journal: Petrophysics - The SPWLA Journal of Formation Evaluation and Reservoir Description
Publisher: Society of Petrophysicists and Well-Log Analysts
Petrophysics 61 (02): 239–249.
Paper Number: SPWLA-2020-v61n2a9
https://doi.org/10.30632/PJV61N2-2020a9
Published: 01 April 2020
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Journal Articles

Haynesville Shale: Predicting Long-Term Production and Residual Analysis To Identify Well Interference and Fracture Hits

Ishank Gupta, Chandra Rai, Deepak Devegowda, Carl Sondergeld
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 23 (01): 132–142.
Paper Number: SPE-195673-PA
https://doi.org/10.2118/195673-PA
Published: 17 February 2020
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View article titled, Haynesville Shale: Predicting Long-Term Production and Residual Analysis To Identify Well Interference and Fracture Hits
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Proceedings Papers

Machine Learning Regressors and their Metrics to Predict Synthetic Sonic and Brittle Zones

Ishank Gupta, Deepak Devegowda, Vikram Jayaram, Chandra Rai, Carl Sondergeld
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 22–24, 2019
Paper Number: URTEC-2019-148-MS
https://doi.org/10.15530/urtec-2019-148
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View Paper titled, Machine Learning Regressors and their Metrics to Predict Synthetic Sonic and Brittle Zones
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Proceedings Papers

Haynesville Shale: Predicting Long-Term Production and Residual Analysis to Identify Well Intereference and Frac Hits

Ishank Gupta, Chandra Rai, Deepak Devegowda, Carl Sondergeld
Paper presented at the SPE Oklahoma City Oil and Gas Symposium, April 9–10, 2019
Paper Number: SPE-195218-MS
https://doi.org/10.2118/195218-MS
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View Paper titled, Haynesville Shale: Predicting Long-Term Production and Residual Analysis to Identify Well Intereference and Frac Hits
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Journal Articles

Water Weakening: A Laboratory Study of Marcellus, Woodford, Eagle Ford, and Wolfcamp Shales

Ishank Gupta, Chandra Rai, Carl Sondergeld, Ronny Hofmann
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 22 (02): 418–427.
Paper Number: SPE-194482-PA
https://doi.org/10.2118/194482-PA
Published: 04 March 2019
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View article titled, Water Weakening: A Laboratory Study of Marcellus, Woodford, Eagle Ford, and Wolfcamp Shales
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Journal Articles

Use of Data Analytics to Optimize Hydraulic Fracture Locations Along Borehole

Ishank Gupta, Chandra Rai, Deepak Devegowda, Carl Sondergeld
Journal: Petrophysics - The SPWLA Journal of Formation Evaluation and Reservoir Description
Publisher: Society of Petrophysicists and Well-Log Analysts
Petrophysics 59 (06): 811–825.
Paper Number: SPWLA-2018-v59n6a6
https://doi.org/10.30632/PJV59N6-2018a6
Published: 01 December 2018
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View article titled, Use of Data Analytics to Optimize Hydraulic Fracture Locations Along Borehole
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Journal Articles

Variable Exponential Decline: Modified Arps To Characterize Unconventional-Shale Production Performance

Ishank Gupta, Chandra Rai, Carl Sondergeld, Deepak Devegowda
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 21 (04): 1045–1057.
Paper Number: SPE-194005-PA
https://doi.org/10.2118/194005-PA
Published: 15 November 2018
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Proceedings Papers

Variable Exponential Decline - Modified Arps to Characterize Unconventional Shale Production Performance

Ishank Gupta, Chandra Rai, Carl Sondergeld, Deepak Devegowda
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 23–25, 2018
Paper Number: URTEC-2902794-MS
https://doi.org/10.15530/URTEC-2018-2902794
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View Paper titled, Variable Exponential Decline - Modified Arps to Characterize Unconventional Shale Production Performance
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Proceedings Papers

Water Weakening: Case Study From Marcellus, Woodford, Eagle Ford and Wolfcamp

Ishank Gupta, Carl Sondergeld, Chandra Rai, Ronny Hofmann
Paper presented at the 52nd U.S. Rock Mechanics/Geomechanics Symposium, June 17–20, 2018
Paper Number: ARMA-2018-365
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View Paper titled, Water Weakening: Case Study From Marcellus, Woodford, Eagle Ford and Wolfcamp
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Proceedings Papers

Applications of NanoIndentation for Reservoir Characterization in Shales

Ishank Gupta, Carl Sondergeld, Chandra Rai
Paper presented at the 52nd U.S. Rock Mechanics/Geomechanics Symposium, June 17–20, 2018
Paper Number: ARMA-2018-271
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View Paper titled, Applications of NanoIndentation for Reservoir Characterization in Shales
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Journal Articles

Water-Wet or Oil-Wet: is it Really That Simple in Shales?

Ishank Gupta, Jeremy Jernigen, Mark Curtis, Chandra Rai, Carl Sondergeld
Journal: Petrophysics - The SPWLA Journal of Formation Evaluation and Reservoir Description
Publisher: Society of Petrophysicists and Well-Log Analysts
Petrophysics 59 (03): 308–317.
Paper Number: SPWLA-2018-v59n3a2
https://doi.org/10.30632/PJV59N3-2018a2
Published: 01 June 2018
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View article titled, Water-Wet or Oil-Wet: is it Really That Simple in Shales?
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Journal Articles

Rock Typing in Eagle Ford, Barnett, and Woodford Formations

Ishank Gupta, Chandra Rai, Carl Sondergeld, Deepak Devegowda
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 21 (03): 654–670.
Paper Number: SPE-189968-PA
https://doi.org/10.2118/189968-PA
Published: 24 March 2018
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View article titled, Rock Typing in Eagle Ford, Barnett, and Woodford Formations
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Journal Articles

Impact of Different Cleaning Methods on Petrophysical Measurements

Ishank Gupta, Chandra Rai, Ali Tinni, Carl Sondergeld
Journal: Petrophysics - The SPWLA Journal of Formation Evaluation and Reservoir Description
Publisher: Society of Petrophysicists and Well-Log Analysts
Petrophysics 58 (06): 613–621.
Paper Number: SPWLA-2017-v58n6a5
Published: 01 December 2017
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