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1-20 of 584
Keywords: Artificial Intelligence
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Journal Articles
Special Connections for Representing Multiscale Heterogeneities in Reservoir Simulation
Available to Purchase
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 26 (04): 1212–1223.
Paper Number: SPE-200572-PA
Published: 08 November 2023
... complex reservoir geologist united states government europe government machine learning permeability modeling & simulation formulation spe reservoir evaluation heterogeneity scenario fractured reservoir calibration salt tectonics artificial intelligence grid simulator karst fracture...
Journal Articles
Data Assimilation of Production and Multiple 4D Seismic Acquisitions in a Deepwater Field Using Ensemble Smoother with Multiple Data Assimilation
Available to Purchase
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 26 (04): 1528–1540.
Paper Number: SPE-215812-PA
Published: 08 November 2023
... of their application in seismic DA for better life cycle field applications. 22 12 2022 8 5 2023 3 5 2023 22 5 2023 8 11 2023 Copyright © 2023 Society of Petroleum Engineers upstream oil & gas united states government artificial intelligence geological subdiscipline...
Journal Articles
Real-Time Rock-Properties Estimation for Geosteering: Statistical Rock-Physics-Driven Inversion of Seismic Acoustic Impedance and LWD Ultradeep Azimuthal Resistivity
Available to PurchaseFabio Ciabarri, Cristiano Tarchiani, Gioele Alberelli, Filippo Chinellato, Maurizio Mele, Junio Alfonso Marini, Michael Nickel, Hilde Borgos, Geir Vaaland Dahl
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 26 (04): 1224–1241.
Paper Number: SPE-214407-PA
Published: 08 November 2023
... bayesian inference well logging seismic model machine learning austria government mudrock europe government log analysis reservoir geomechanics geological subdiscipline upstream oil & gas united states government inversion artificial intelligence drilling measurement reservoir...
Journal Articles
RTA-Assisted Numerical History-Matching Workflow
Available to Purchase
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 26 (04): 1402–1415.
Paper Number: SPE-210224-PA
Published: 08 November 2023
... type mudstone coefficient diffusion coefficient regime iteration reservoir geomechanics artificial intelligence spe reservoir evaluation derivative hydraulic fracture history-matching workflow modeling & simulation canada government workflow clarkson permeability hamdi geological...
Journal Articles
A Novel 2.5D Deep Network Inversion of Gravity Anomalies to Estimate Basement Topography
Available to Purchase
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 26 (04): 1484–1497.
Paper Number: SPE-211800-PA
Published: 08 November 2023
... Copyright © 2023 Society of Petroleum Engineers Artificial intelligence refers to the broad field of having machines perceive, synthesize, and infer information for solving problems that are intellectually difficult for humans. It enables computers to learn from experience and develop rules based...
Journal Articles
Genesis, Distribution, and Characterization of a Paleokarst Subsurface River System in the Tahe Area, Tarim Basin, Western China
Available to Purchase
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 26 (04): 1292–1308.
Paper Number: SPE-217450-PA
Published: 08 November 2023
... government geologist structural geology modeling & simulation artificial intelligence tarim basin filling sequence type machine learning tahe oilfield breccia reservoir characterization spe reservoir evaluation paleogeomorphology characteristic sequence architecture Tahe oil field...
Journal Articles
The Best Scenario for Geostatistical Modeling of Porosity in the Sarvak Reservoir in an Iranian Oil Field, Using Electrofacies, Seismic Facies, and Seismic Attributes
Available to Purchase
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 26 (04): 1344–1363.
Paper Number: SPE-217428-PA
Published: 08 November 2023
... states government modeling & simulation artificial intelligence fold and thrust belt reservoir characterization porosity modeling electrofacies correlation coefficient compressional tectonics egypt government geological subdiscipline facies seismic facies sedimentology iran government...
Journal Articles
Optimization of an Integrated Reservoir-Production System Using Polynomial Chaos Expansion and Sobol Sensitivity Analysis
Available to Purchase
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 26 (03): 938–956.
Paper Number: SPE-214329-PA
Published: 09 August 2023
... Society of Petroleum Engineers asia government coefficient upstream oil & gas optimization problem artificial intelligence production control spe reservoir evaluation engineering united states government asset and portfolio management reservoir surveillance reservoir characterization...
Journal Articles
Application of Machine Learning to Interpret Steady-State Drainage Relative Permeability Experiments
Available to Purchase
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 26 (03): 759–779.
Paper Number: SPE-207877-PA
Published: 09 August 2023
... crossplots along with comparisons of ground truth vs. artificial intelligence (AI)-predicted curves indicated that the model is capable of making accurate predictions with an error percentage between 0.2% and 0.6% on history-matching experimental data for all three tested ML techniques. This implies...
Includes: Supplementary Content
Journal Articles
History-Matching and Forecasting Production Rate and Bottomhole Pressure Data Using an Enhanced Physics-Based Data-Driven Simulator
Available to Purchase
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 26 (03): 957–974.
Paper Number: SPE-210102-PA
Published: 09 August 2023
... production monitoring united states government europe government production control spe reservoir evaluation machine learning model information node reynolds reservoir simulation artificial intelligence evolutionary algorithm perforation paper simulator equation economic geology imaginary...
Journal Articles
Data-Driven Reduced-Order Models for Volve Field Using Reservoir Simulation and Physics-Informed Machine Learning Techniques
Available to Purchase
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 26 (03): 780–794.
Paper Number: SPE-214288-PA
Published: 09 August 2023
... Society of Petroleum Engineers upstream oil & gas reservoir simulation norway government machine learning reservoir simulator asia government spe reservoir evaluation artificial intelligence equation deep learning europe government turkey government information united states...
Journal Articles
Improving Prediction of Fracture Distribution Using Microseismic Data and Acoustic Logging Measurements
Available to Purchase
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 26 (03): 842–856.
Paper Number: SPE-214677-PA
Published: 09 August 2023
... Engineers complex reservoir asia government united states government artificial intelligence well logging machine learning kriging interpolation interpolation correlation china government reservoir characterization fracture upstream oil & gas hydraulic fracturing resolution...
Journal Articles
Data Assimilation Using Principal Component Analysis and Artificial Neural Network
Available to Purchase
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 26 (03): 795–812.
Paper Number: SPE-214688-PA
Published: 09 August 2023
... possibility of generating a proxy model is applying ANN, a class of techniques pertaining to the artificial intelligence (AI) area, specifically, deep learning techniques. In this work, we choose the ANN based on two main motivations. First, the application of AI in petroleum engineering and geosciences...
Journal Articles
A Hybrid Embedded Discrete Fracture Model and Dual-Porosity, Dual-Permeability Workflow for Hierarchical Treatment of Fractures in Practical Field Studies
Available to PurchaseMun-Hong Hui, Bradley Mallison, Sunil Thomas, Pierre Muron, Matthieu Rousset, Evan Earnest, Ted Playton, Hai Vo, Clair Jensen
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 26 (03): 888–904.
Paper Number: SPE-209293-PA
Published: 09 August 2023
... continuum fracture grid discrete fracture model geologist artificial intelligence spe reservoir evaluation discrete fracture paper permeability rock type sedimentary rock geology formulation transmissibility workflow carbonate rock We illustrate our EDFM gridding steps using a simple...
Journal Articles
Automatic Multiwell Assessment of Flow-Related Petrophysical Properties of Tight-Gas Sandstones Based on the Physics of Mud-Filtrate Invasion
Available to Purchase
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 26 (03): 543–564.
Paper Number: SPE-214668-PA
Published: 09 August 2023
... upstream oil & gas saturation artificial intelligence reservoir characterization invasion well logging machine learning permeability resistivity united states government drilling fluid property drilling fluid selection and formulation drilling fluid chemistry spe reservoir evaluation...
Journal Articles
Active Fault Detection by an Automatic Breakout Geometry Characterization Algorithm from Ultrasonic Borehole Imager
Available to Purchase
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 26 (03): 565–576.
Paper Number: SPE-214673-PA
Published: 09 August 2023
... seismic upstream oil & gas azimuth artificial intelligence asia government reservoir surveillance structural geology expert system borehole imaging iran government production monitoring algorithm variation information reservoir characterization ahvaz anticline ultrasonic imager...
Journal Articles
Robust and Efficient Identification of Hydraulic Flow Units using Differential Evolution Optimization and Two-Stage Clustering Techniques
Available to Purchase
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 26 (02): 214–227.
Paper Number: SPE-212833-PA
Published: 10 May 2023
... flow unit iterative evaluation spe reservoir evaluation dbscan epsilon artificial intelligence number epsilon porosity permeability europe government asia government optic epsilon geology engineering saudi arabia government geologist united states government Understanding...
Journal Articles
Experimental Study on the Impact of Clay Distribution and Mineralogy on NMR T 2 and Internal Gradient: Insights From Well-Controlled Physical Samples
Available to Purchase
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 26 (02): 198–213.
Paper Number: SPE-212300-PA
Published: 10 May 2023
... logging structural geology spe reservoir evaluation reservoir characterization artificial intelligence machine learning mineralogy particle effect bead porosity sandstone kaolinite relaxation permeability gradient log analysis nontronite eff internal gradient paramagnetic ion mineral...
Journal Articles
Selection of a Dimensionality Reduction Method: An Application to Deal with High-Dimensional Geostatistical Realizations in Oil Reservoirs
Available to PurchaseLuciana Maria Da Silva, Leandro Mendes Ferreira, Guilherme Daniel Avansi, Denis José Schiozer, Solange Nice Alves-Souza
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 26 (02): 392–410.
Paper Number: SPE-212299-PA
Published: 10 May 2023
... modeling & simulation fluid dynamics flow in porous media reservoir surveillance dimension reservoir simulation artificial intelligence production control spe reservoir evaluation realization structural geology risk management production monitoring machine learning geostatistical...
Journal Articles
Application of Data Mining to Small Data Sets: Identification of Key Production Drivers in Heterogeneous Unconventional Resources
Available to Purchase
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 26 (02): 411–421.
Paper Number: SPE-212301-PA
Published: 10 May 2023
... unconventional resource economics artificial intelligence correlation energy economics rms amplitude complex reservoir reservoir surveillance production control production monitoring mva workflow dj basin machine learning algorithm upstream oil & gas data mining reservoir characterization spe...
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