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Welcome to the new Datapages Archives

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The AAPG/Datapages Combined Publications Database

Showing 54,439 Results. Searched 189,727 documents.

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Application of Machine Learning to Facies Classification of Carbonate Core Images

Sharinia Kanagandran

Southeast Asia Petroleum Exploration Society (SEAPEX)

...Application of Machine Learning to Facies Classification of Carbonate Core Images Sharinia Kanagandran 2019 36 In recent years, the use of machine...

2019

ABSTRACT: Application of Novel Machine Learning Algorithms for Facies Classification; #90115 (2010)

Olivier Malinur and Cyril U. Edem

Search and Discovery.com

...ABSTRACT: Application of Novel Machine Learning Algorithms for Facies Classification; #90115 (2010) Olivier Malinur and Cyril U. Edem Application...

2010

Reservoir Insights Enabled by Machine Learning Technology: A Supervised Machine Learning Method for Probabilistic Rock Type Prediction; #42465 (2021)

Bruno de Ribet, Gerardo Gonzalez

Search and Discovery.com

... Emerson Agenda Introduction Critical Aspects of Reservoir Characterization Benefits of Machine Learning Rock Type Classification Case Study Conclusion...

2021

Geological Facies Prediction Using Computed Tomography in a Machine Learning and Deep Learning Environment

Uchenna Odi, Thomas Nguyen

Unconventional Resources Technology Conference (URTEC)

... for statistical feature detection in whole-core CT volumes. Facies classification, using machine learning, of wireline datasets has recently received a lot...

2018

Evaluation of Machine Learning Methods for Automatic Facies Classification As a Tool for Determining Sandstone and Limestone Reservoir

Irvan Rahadian Putra, M. Irsyad Hibatullah, Christopher Salim, Firman Syaifuddin

Indonesian Petroleum Association

... of lithology facies from well log data is one of them. Using the machine learning concept, lithofacies classification activities using well logs can be done...

2019

Application of Artificial Intelligence for Depositional Facies Recognition - Permian Basin

Randall Miller, Skip Rhodes, Deepak Khosla, Fernando Nino

Unconventional Resources Technology Conference (URTEC)

...-guided machine learning has been used to classify depositional facies from core photographs of the Wolfcamp, Bone Spring and Spraberry formations...

2019

Abstract: Potential Applications of Deep Learning to Geosciences; #90306 (2017)

Pedro Mario Cruz e Silva

Search and Discovery.com

... revolution. Deep Learning (DL) is the Machine Learning (ML) technique enabling breakthroughs in several industrial, business, and scientific workflows...

2017

Supervised Learning Applied to Rock Type Classification in Sandstone Based on Wireline Formation Pressure Data; #42539 (2020)

Jose Victor Contreras

Search and Discovery.com

... with oral presentation given at 2019 AAPG Geoscience Technology Workshop, Boosting Reserves and Recovery Using Machine Learning and Analytics, Houston, Texas...

2020

Characterization of Depositional Facies Using Artificial Intelligence Method Based on Electrical Log Data

Muhammad Dhery Mahendra, Michella Ayu Pramesti, Vania Utami, Muhammad Rizqy Septyandy, Rezky Aditiyo

Indonesian Petroleum Association

...., Girelli, T. J., & Junior, F. C, 2020, Evaluation of machine learning methods for lithology classification using geophysical data. Computers...

2020

Extended Abstract: Machine Learning Facies Classification as Applied to the Upper Devonian Duvernay Formation, Western Canadian Sedimentary Basin

Elisabeth G. Rau, Kathy Breen, Scott C. James, Stacy C. Atchley, Anna M. Thorson

GCAGS Transactions

..., Extremely randomized trees: Machine Learning, v. 63, p. 3–42, . Hall, B., 2016, Facies classification using...

2019

A Supervised Machine-Learning Approach to Stratigraphic Surface Picking in Well Logs from the Mannville Group of Alberta, Canada; #42403 (2019)

Justin Gosses, Licheng Zhang

Search and Discovery.com

... and Beyond: AAPG Studies in Geology 64, Chapter: 7. Hall, B., 2016, Facies classification using machine learning: The Leading Edge, v. 35/10, p. 906-909. Olea...

2019

Breakthrough Business Opportunities in the Oil Industry for YPs and Small TeamŽ Geoscientists; #70325 (2018)

Susan Nash

Search and Discovery.com

... to performance history / history matching Probabilistic Rock Type Classification (Paradigm) • Generate probabilistic facies volumes calibrated...

2018

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