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Proceedings Papers

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

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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

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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

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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

Effects of CO 2 Exposure on Unconventional Reservoir Rock Microstructure

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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

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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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Proceedings Papers

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

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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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Journal Articles

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

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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 articletitled, 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

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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

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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

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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

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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 articletitled, 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

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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 articletitled, 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

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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

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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 articletitled, 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

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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

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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?

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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

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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

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

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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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Proceedings Papers

EOR in Clay-Hosted Pores: Effects of Brine Salinity, Water Saturation, Pore Surface Chemistry and Pore Width

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Hao Xiong, Deepak Devegowda, Liangliang Huang
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-2911-MS
https://doi.org/10.15530/urtec-2020-2911
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View Paper titled, EOR in Clay-Hosted Pores: Effects of Brine Salinity, Water Saturation, Pore Surface Chemistry and Pore Width
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