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Artificial Lift Systems (1)
- Gas lift (1)
Asset and Portfolio Management (18)
- Field development optimization and planning (11)
- Integrated asset modeling (1)
- Project economics/valuation (2)
Completion Installation and Operations (3)
Completion Operations (1)
- Sand/solids control (1)
- Screen selection (1)
Drill Bits (3)
- Bit - rock interactions (1)
- Bit design (2)
Drilling Equipment (3)
Drilling Fluids and Materials (4)
- Drilling fluid management & disposal (2)
- Drilling fluid selection and formulation (chemistry, properties) (1)
Drilling Measurement, Data Acquisition and Automation (2)
- Logging while drilling (2)
Drilling Operations (14)
- Directional drilling (5)
- Drilling operation management (2)
- Geosteering / reservoir navigation (1)
Drillstring Design (2)
- Drillstring dynamics (1)
- Torque and drag analysis (1)
Energy Economics (1)
- Unconventional resource economics (1)
Flow Assurance (1)
- Solids (scale, sand, etc.) (1)
Fluid Characterization (12)
- Fluid modeling, equations of state (7)
- Phase behavior and PVT measurements (3)
Formation Evaluation & Management (51)
- Core analysis (3)
- Cross-well tomography (1)
- Drillstem/well testing (11)
- Open hole/cased hole log analysis (8)
- Pressure transient analysis (2)
- Production forecasting (4)
- Seismic (four dimensional) monitoring (1)
- Well performance, inflow performance (1)
Hydraulic Fracturing (17)
- Fracturing materials (fluids, proppant) (1)
- Multistage fracturing (2)
Improved and Enhanced Recovery (62)
- Chemical flooding methods (3)
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- Miscible methods (1)
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- Waterflooding (41)
Information Management and Systems (171)
- Artificial intelligence (171)
- Data integration (1)
- Data mining (1)
- Neural networks (28)
Natural Gas Conversion and Storage (1)
- Liquified natural gas (LNG) (1)
Non-Traditional Resources (1)
- Geothermal resources (1)
Pressure Management (3)
- Well control (1)
Processing Systems and Design (2)
- Separation and treating (1)
Production Chemistry, Metallurgy and Biology (1)
- Inhibition and remediation of hydrates, scale, paraffin / wax and asphaltene (1)
Professionalism, Training, and Education (2)
Reserves Evaluation (3)
Reservoir Characterization (62)
- Exploration, development, structural geology (15)
- Faults and fracture characterization (3)
- Four-dimensional and four-component seismic (1)
- Geologic modeling (16)
- Reservoir geomechanics (4)
- Seismic processing and interpretation (11)
Reservoir Fluid Dynamics (50)
- Flow in porous media (42)
- Multiphase flow (3)
Reservoir Simulation (99)
- Evaluation of uncertainties (13)
- History matching (31)
- Scaling methods (6)
Risk Management and Decision-Making (6)
- Decision-making processes (1)
Sand Control (1)
- Sand/solids control (1)
- Screen selection (1)
Strategic Planning and Management (3)
- Benchmarking and performance indicators (1)
- Exploration and appraisal strategies (1)
- Project management (1)
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Unconventional and Complex Reservoirs (24)
- Carbonate reservoirs (3)
- Coal seam gas (1)
- Naturally-fractured reservoirs (5)
- Oil sand, oil shale, bitumen (5)
- Shale gas (10)
- Shale oil (1)
Well & Reservoir Surveillance and Monitoring (43)
- Downhole and wellsite flow metering (1)
- Production data management (1)
- Production logging (11)
Well Operations and Optimization (7)
Well Planning (2)
- Trajectory design (2)
Wellbore Design (2)
- Wellbore integrity (2)
Wellbore Positioning (1)

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Journal Articles

Variable Selection and Oil-Gas-Bearing Evaluation Using Multicomponent Seismic Data and AMPSO-ML Approaches

Jiuqiang Yang, Niantian Lin, Kai Zhang, Dong Zhang, Deying Wang, Jinwei Zhang

Journal: SPE Journal

Publisher: Society of Petroleum Engineers (SPE)

SPE J. (2023)

Paper Number: SPE-214298-PA

DOI: https://doi.org/10.2118/214298-PA

Published: 18 January 2023

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Journal Articles

Practical Closed-Loop Reservoir Management Using Deep Reinforcement Learning

Yusuf Nasir, Louis J. Durlofsky

Journal: SPE Journal

Publisher: Society of Petroleum Engineers (SPE)

SPE J. (2023)

Paper Number: SPE-212237-PA

DOI: https://doi.org/10.2118/212237-PA

Published: 13 January 2023

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Journal Articles

Establishing a Robust Model Using Stacked Generalization for Gas Identification of Coal-Bearing Strata in Block A, Northeastern Ordos Basin, China

Mei He, Jiao Xue, Huan Wan, Yu Zhong, Longgang Zhou, Hanming Gu

Journal: SPE Journal

Publisher: Society of Petroleum Engineers (SPE)

SPE J. (2023)

Paper Number: SPE-212869-PA

DOI: https://doi.org/10.2118/212869-PA

Published: 11 January 2023

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Journal Articles

Field Features Do Not Explain Greenfield Production Forecasting Bias

E. Nesvold, R. B. Bratvold

Journal: SPE Journal

Publisher: Society of Petroleum Engineers (SPE)

SPE J. (2022)

Paper Number: SPE-212834-PA

DOI: https://doi.org/10.2118/212834-PA

Published: 22 December 2022

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Journal Articles

Robust Optimization Technique Using Modified Net Present Value and Stochastic Simplex Approximate Gradient

Eugenio L. F. Fortaleza, William Humberto Cuellar Sanchez, Emanuel Pereira Barroso Neto, Marco Emilio Rodrigues Miranda, Fernando Perin Munerato

Journal: SPE Journal

Publisher: Society of Petroleum Engineers (SPE)

SPE J. 27 (06): 3384–3405.

Paper Number: SPE-209828-PA

DOI: https://doi.org/10.2118/209828-PA

Published: 20 December 2022

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Journal Articles

A Machine Learning Approach to Benchmarking Operators Performance: A New Perspective Utilizing Factor Contribution Analysis

S. Hamed Tabatabaie, Toby Burrough, Camilo Rodriguez Cadena

Journal: SPE Journal

Publisher: Society of Petroleum Engineers (SPE)

SPE J. 27 (06): 3314–3327.

Paper Number: SPE-209814-PA

DOI: https://doi.org/10.2118/209814-PA

Published: 20 December 2022

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Journal Articles

Adaptive Multiexpert Learning for Lithology Recognition

Jun Jiang, Fang Luo, Hongbao Zhang, Shunhui Yang, Yujie Zhang

Journal: SPE Journal

Publisher: Society of Petroleum Engineers (SPE)

SPE J. 27 (06): 3802–3813.

Paper Number: SPE-209824-PA

DOI: https://doi.org/10.2118/209824-PA

Published: 20 December 2022

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Journal Articles

Bilevel Optimization of Well Placement and Control Settings Assisted by Capacitance-Resistance Models

Yazan Arouri, Larry W. Lake, Mohammad Sayyafzadeh

Journal: SPE Journal

Publisher: Society of Petroleum Engineers (SPE)

SPE J. 27 (06): 3829–3848.

Paper Number: SPE-210562-PA

DOI: https://doi.org/10.2118/210562-PA

Published: 20 December 2022

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Journal Articles

Proxy Capacitance-Resistance Modeling for Well Production Forecasts in Case of Well Treatments

Anna Gubanova, Denis Orlov, Dmitry Koroteev, Sergei Shmidt

Journal: SPE Journal

Publisher: Society of Petroleum Engineers (SPE)

SPE J. 27 (06): 3474–3488.

Paper Number: SPE-209829-PA

DOI: https://doi.org/10.2118/209829-PA

Published: 20 December 2022

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Journal Articles

Drill Bit Failure Forensics Using 2D Bit Images Captured at the Rig Site

Jian Chu, Pradeepkumar Ashok, Ysabel Witt-Doerring, Zeyu Yan, Eric van Oort, Dongmei Chen

Journal: SPE Journal

Publisher: Society of Petroleum Engineers (SPE)

SPE J. 27 (06): 3351–3362.

Paper Number: SPE-204124-PA

DOI: https://doi.org/10.2118/204124-PA

Published: 20 December 2022

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Journal Articles

An Evolutionary Sequential Transfer Optimization Algorithm for Well Placement Optimization Based on Task Characteristics

Ji Qi, Kai Zhang, Xiaoming Xue, Liming Zhang, Chao Zhong, Haochen Wang, Jun Yao

Journal: SPE Journal

Publisher: Society of Petroleum Engineers (SPE)

SPE J. (2022)

Paper Number: SPE-212870-PA

DOI: https://doi.org/10.2118/212870-PA

Published: 12 December 2022

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Journal Articles

Artificial Intelligence Applied to Nanotechnology in the Oil and Gas Industry: Study of Asphaltene Adsorption Using Nanoparticles

M. A. Cedeño, A. Enriquez-Fernandez, I. Moncayo-Riascos, F. B. Cortés, C. A. Franco

Journal: SPE Journal

Publisher: Society of Petroleum Engineers (SPE)

SPE J. (2022)

Paper Number: SPE-212847-PA

DOI: https://doi.org/10.2118/212847-PA

Published: 30 November 2022

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Journal Articles

Life-Cycle Production Optimization of the CO 2 -Water-Alternating-Gas Injection Process Using Least-Squares Support-Vector Regression Proxy

Azad Almasov, Mustafa Onur

Journal: SPE Journal

Publisher: Society of Petroleum Engineers (SPE)

SPE J. (2022)

Paper Number: SPE-210200-PA

DOI: https://doi.org/10.2118/210200-PA

Published: 01 November 2022

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Includes: Supplementary Content

Journal Articles

Historical Window-Enhanced Transfer Gaussian Process for Production Optimization

Chao Zhong, Kai Zhang, Xiaoming Xue, Ji Qi, Liming Zhang, Xia Yan, Huaqing Zhang, Yongfei Yang

Journal: SPE Journal

Publisher: Society of Petroleum Engineers (SPE)

SPE J. 27 (05): 2895–2912.

Paper Number: SPE-209813-PA

DOI: https://doi.org/10.2118/209813-PA

Published: 12 October 2022

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Journal Articles

Active Learning for Well Control Optimization with Surrogate Models

Junjie Yu, Behnam Jafarpour

Journal: SPE Journal

Publisher: Society of Petroleum Engineers (SPE)

SPE J. 27 (05): 2668–2688.

Paper Number: SPE-209191-PA

DOI: https://doi.org/10.2118/209191-PA

Published: 12 October 2022

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Journal Articles

Physics Augmented Correlations and Machine Learning Methods to Accurately Calculate Dead Oil Viscosity Based on the Available Inputs

Utkarsh Sinha, Birol Dindoruk, Mohamed Y. Soliman

Journal: SPE Journal

Publisher: Society of Petroleum Engineers (SPE)

SPE J. 27 (05): 3240–3253.

Paper Number: SPE-209610-PA

DOI: https://doi.org/10.2118/209610-PA

Published: 12 October 2022

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Journal Articles

Development of a New Progressive Nonintrusive Theory to Reduce Computation Time with Particle-in-Fluid Flow Application

Seyed Mahdi Razavi, Zeinab Zargar, S. M. Farouq Ali, Mohamed Y. Soliman

Journal: SPE Journal

Publisher: Society of Petroleum Engineers (SPE)

SPE J. 27 (05): 3063–3082.

Paper Number: SPE-209804-PA

DOI: https://doi.org/10.2118/209804-PA

Published: 12 October 2022

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Journal Articles

Predicting Rate of Penetration of Horizontal Drilling by Combining Physical Model with Machine Learning Method in the China Jimusar Oil Field

Chuanjie Ren, Wenjun Huang, Deli Gao

Journal: SPE Journal

Publisher: Society of Petroleum Engineers (SPE)

SPE J. (2022)

Paper Number: SPE-212294-PA

DOI: https://doi.org/10.2118/212294-PA

Published: 20 September 2022

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Journal Articles

Multistep Ahead Multiphase Production Prediction of Fractured Wells Using Bidirectional Gated Recurrent Unit and Multitask Learning

Xuechen Li, Xinfang Ma, Fengchao Xiao, Cong Xiao, Fei Wang, Shicheng Zhang

Journal: SPE Journal

Publisher: Society of Petroleum Engineers (SPE)

SPE J. (2022)

Paper Number: SPE-212290-PA

DOI: https://doi.org/10.2118/212290-PA

Published: 12 September 2022

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Includes: Supplementary Content

Journal Articles

Downhole Pressure Prediction for Deepwater Gas Reservoirs Using Physics-Based and Machine Learning Models

Jincong He, Matthew Avent, Mathieu Muller, Lauren Bordessa

Journal: SPE Journal

Publisher: Society of Petroleum Engineers (SPE)

SPE J. (2022)

Paper Number: SPE-212265-PA

DOI: https://doi.org/10.2118/212265-PA

Published: 24 August 2022

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