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Proceedings Papers

The Behavior of Microemulsion in Unconventional Reservoirs: Insights from Molecular Dynamics Simulation

Hao Xiong, Deepak Devegowda, Na Yuan, Zeming Hu
Paper presented at the SPE Annual Technical Conference and Exhibition, September 23–25, 2024
Paper Number: SPE-220724-MS
https://doi.org/10.2118/220724-MS
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View Paper titled, The Behavior of Microemulsion in Unconventional Reservoirs: Insights from Molecular Dynamics Simulation
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Proceedings Papers

Improved Data-Driven Method for the Prediction of Elastic Properties in Unconventional Shales from SEM Images

Sai Kiran Maryada, Deepak Devegowda, Mark Curtis, Chandra Rai
Paper presented at the SPWLA 29th Formation Evaluation Symposium of Japan, September 12–13, 2024
Paper Number: SPWLA-JFES-2024-N
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View Paper titled, Improved Data-Driven Method for the Prediction of Elastic Properties in Unconventional Shales from SEM Images
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Proceedings Papers

Effects of H 2 Exposure on the Microstructure of Depleted Hydrocarbon Reservoirs

Mark Curtis, Sidi Mamoudou, Son Dang, Chandra Rai, Deepak Devegowda
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 17–19, 2024
Paper Number: URTEC-4042763-MS
https://doi.org/10.15530/urtec-2024-4042763
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View Paper titled, Effects of H 2 Exposure on the Microstructure of Depleted Hydrocarbon Reservoirs
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Proceedings Papers

Modeling Hydrogen Geochemistry Using Fundamental Quantum-Mechanical Approaches to Enable Hydrogen Geostorage

Vardhan Satalkar, Deepak Devegowda, Chandra Rai, Son Dang
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 13–15, 2023
Paper Number: URTEC-3871259-MS
https://doi.org/10.15530/urtec-2023-3871259
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View Paper titled, Modeling Hydrogen Geochemistry Using Fundamental Quantum-Mechanical Approaches to Enable Hydrogen Geostorage
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Proceedings Papers

Effects of CO 2 Exposure on Unconventional Reservoir Rock Microstructure

Mark Curtis, Sidi Mamoudou, Felipe Cruz, Son Dang, Chandra Rai, Deepak Devegowda
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 13–15, 2023
Paper Number: URTEC-3864852-MS
https://doi.org/10.15530/urtec-2023-3864852
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View Paper titled, Effects of CO 2 Exposure on Unconventional Reservoir Rock Microstructure
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Proceedings Papers

Machine Learning Facilitates Prediction of Geomechanical Properties Directly from SEM Images in Unconventional Plays

Heehwan Yang, Deepak Devegowda, Mark Curtis, Chandra Rai
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 13–15, 2023
Paper Number: URTEC-3866084-MS
https://doi.org/10.15530/urtec-2023-3866084
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View Paper titled, Machine Learning Facilitates Prediction of Geomechanical Properties Directly from SEM Images in Unconventional Plays
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Journal Articles

Fluid Behavior in Clay-Hosted Nanopores with Varying Salinity: Insights into Molecular Dynamics

Hao Xiong, Deepak Devegowda
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 27 (03): 1396–1410.
Paper Number: SPE-209212-PA
https://doi.org/10.2118/209212-PA
Published: 16 June 2022
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View article titled, Fluid Behavior in Clay-Hosted Nanopores with Varying Salinity: Insights into Molecular Dynamics
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Includes: Supplementary Content
Proceedings Papers

Do We Really Need Deep Learning? A Study on Play Identification using SEM Images

Hanyan Zhang, Max T. Kasumov, Deepak Devegowda, Mark E. Curtis
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 26–28, 2021
Paper Number: URTEC-2021-5562-MS
https://doi.org/10.15530/urtec-2021-5562
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View Paper titled, Do We Really Need Deep Learning? A Study on Play Identification using SEM Images
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Proceedings Papers

Seismically Inverted Geomechanic Properties as Key Rock Typing Enablers in the Barnett Shale Play

John H. Alzate, Deepak Devegowda
Paper presented at the ISRM 9th International Symposium on Geomechanics, May 5–6, 2021
Paper Number: ISRM-ISG-2021-11
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View Paper titled, Seismically Inverted Geomechanic Properties as Key Rock Typing Enablers in the Barnett Shale Play
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Proceedings Papers

Data-Driven Causal Analyses of Parent-Child Well Interactions for Well Spacing Decisions

Rohan Sakhardande, Deepak Devegowda
Paper presented at the SPE Hydraulic Fracturing Technology Conference and Exhibition, May 4–6, 2021
Paper Number: SPE-204165-MS
https://doi.org/10.2118/204165-MS
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View Paper titled, Data-Driven Causal Analyses of Parent-Child Well Interactions for Well Spacing Decisions
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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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View article titled, Fracture Hits in Unconventional Reservoirs: A Critical Review
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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

A Molecular Dynamics Study of Primary Production from Shale Organic Pores

Felipe Perez, Deepak Devegowda
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 25 (05): 2521–2533.
Paper Number: SPE-201198-PA
https://doi.org/10.2118/201198-PA
Published: 15 October 2020
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View article titled, A Molecular Dynamics Study of Primary Production from Shale Organic Pores
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Proceedings Papers

Machine learning model interpretability using SHAP values: Application to a seismic facies classification task

David Lubo-Robles, Deepak Devegowda, Vikram Jayaram, Heather Bedle, Kurt J. Marfurt, Matthew J. Pranter
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3428275
https://doi.org/10.1190/segam2020-3428275.1
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View Paper titled, Machine learning model interpretability using SHAP values: Application to a seismic facies classification task
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Proceedings Papers

Molecular Signatures of Solvent Injection in Shale Organic Nanopores

Felipe Perez, Deepak Devegowda
Paper presented at the SPE Improved Oil Recovery Conference, August 31–September 4, 2020
Paper Number: SPE-200307-MS
https://doi.org/10.2118/200307-MS
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View Paper titled, Molecular Signatures of Solvent Injection in Shale Organic Nanopores
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Proceedings Papers

How Far Does EOR Solvent Penetrate Kerogen in Shales?

Felipe Perez, Deepak Devegowda
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-2913-MS
https://doi.org/10.15530/urtec-2020-2913
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View Paper titled, How Far Does EOR Solvent Penetrate Kerogen in Shales?
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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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Proceedings Papers

Evaluation of Huff-n-Puff in Shale Using Experiments and Molecular Simulations

Sidi Mamoudou, Felipe Perez, Ali Tinni, Son Dang, H. Sondergeld, Chandra S. Rai, Deepak Devegowda
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-2923-MS
https://doi.org/10.15530/urtec-2020-2923
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View Paper titled, Evaluation of Huff-n-Puff in Shale Using Experiments and Molecular Simulations
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Proceedings Papers

Insights into Salinity Variations for Waterfloods, Frac-Fluids and Drilling Mud in Clay-Hosted Pores using Molecular Simulations

Hao Xiong, Deepak Devegowda
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-2909-MS
https://doi.org/10.15530/urtec-2020-2909
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View Paper titled, Insights into Salinity Variations for Waterfloods, Frac-Fluids and Drilling Mud in Clay-Hosted Pores using Molecular Simulations
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