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The AAPG/Datapages Combined Publications Database

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Abstract: Towards Optimal Simulation Jobs Scheduling Using Machine Learning Techniques for Predicting Simulation Runtime; #91204 (2023)

Sulaiman Al-Gannas, Razen Al-Harbi, Ghaidaa Al-Kuhaili, Ali Al-Turki

Search and Discovery.com

..., training, testing, and validating the ML models. For each data sample, three ML models will be built. One using the decision tree algorithm, second...

2023

Chapter 2: Training Spatial Skills in Geosciences: A Review of Tests and Tools

Kristin M. Gagnier, Thomas F. Shipley, Basil Tikoff, Bridget C. Garnier, Carol Ormand, Kinnari Atit, Ilyse Resnick

AAPG Special Volumes

... visualization group received instruction using 3-D gestures and models (shown in Figure 6) to help visualize three topographic forms. The pattern...

2016

Machine learning inversion of time-lapse three-axis borehole gravity data for CO2 monitoring

Taqi Alyousuf, Yaoguo Li, Richard Krahenbuhl

International Meeting for Applied Geoscience and Energy (IMAGE)

...ies at the same locations. A sequence of time-lapse density models can thus be built by applying equation 1 to the different combinations of porosity and fl...

2022

Cognitive Interpretation

Jonathan Henderson

GEO ExPro Magazine

...’ heads, again despite there being no boundary to track. Many Disciplines Whilst computer systems have been developed that can beat any human at chess...

2015

Enhancing seismic image resolution using Brownian diffusion bridge model

Bingbing Sun, Abdulmoshen M. Ali, Tariq Alkhalifah

International Meeting for Applied Geoscience and Energy (IMAGE)

....-K. Lai, 2023, Bbdm: Image-to-image translation with brownian bridge diffusion models: Proceedings of the IEEE/CVF Conference on Computer Vision...

2024

Computer Applications in Geology, No.4, Chapter 15: Reservoir Characterization of a Stratigraphically and Structurally Complex Gulf of Suez Oil Field Using Three-Dimensional Modeling and GIS Techniques

Ron A. Day, Khaled Talaat, and Karen S. Hoffman

AAPG Special Volumes

... Field Using Three-Dimensional Modeling and GIS Techniques Ron A. Day, Khaled Talaat, and Karen S. Hoffman 2000 205 211 AAPG Computer Applications...

2000

AMENDMENT OF INCOMPLETE STRATIGRAPHIC DATA AS AN AID TO INTERPRETING AND MODELING DISCONTINUOUS SEAMS IN MULTI-SEAM DEPOSITS

R. Dean Willis, H. Warren Taylor

North Dakota Geological Society

... problems. A suite of computer programs has been developed to complete data sets and prepare...

1984

Application of Interferometric MASW to a 3D-3C Seismic Survey

Shaun Strong, Steve Hearn

Petroleum Exploration Society of Australia (PESA)

..., Australia SUMMARY Multichannel analysis of seismic surface waves (MASW) is well developed for shallow geotechnical applications. The technique has...

2016

Supercomputers for Beginners: Part II

Lasse Amundsen, Martin Landrø, Børge Arntsen

GEO ExPro Magazine

... in computer time needed to solve this kind of problem can be measured by the speedup, which is the ratio of computer time needed to solve the problem using...

2015

Abstract: The Use of 3D Seismic in Baram Delta Operations, Sarawak (Paper 6)

Ton ten Have, Foo Wah Yang

Geological Society of Malaysia (GSM)

... seismic has been acquired over the four largest fields with the purpose of improving the structural definition and hydrocarbon prediction in order...

1993

Understanding 3-D Stratigraphy and Porosity Distribution of Upper Miocene Carbonates, SE Spain: An Integrated Approach using GPR and Geophysical Modeling, #90112 (2010)

Katharine Knoph,

Search and Discovery.com

..., as most models are created from interpolation of 2-D data. This limits effective extraction of hydrocarbons. As a step toward improving models...

2010

Deep learning seismic full-waveform inversion and transient EM joint inversion for near surface velocity modeling

Daniele Colombo, Ernesto Sandoval-Curiel, Ersan Turkoglu, Weichang Li

International Meeting for Applied Geoscience and Energy (IMAGE)

... network (U-Net) trained with the randomly-generated models is applied to the dimensionallyreduced VSG to predict the complex 3D near surface velocities...

2022

Computer Sand Volume Determinations in the Long Beach Unit of the Wilmington Oil Field

Xenophon C. Colazas, Donald D. Clarke, John H. Robinson, Daniel D. Moreno

Pacific Section of AAPG

..., the Long Beach Unit investigated the use of computer mapping procedures as a way of improving upon the existing manual methods. However, at that time...

1980

Data Analytics for Production Optimization in Unconventional Reservoirs

Srikanta Mishra, Jared Schuetter, Ming Zhong, Randy Lafollette

Unconventional Resources Technology Conference (URTEC)

... of interest are built using simple regression and other advanced methods such Random Forests, Support Vector Regression, Gradient Boosting Machine...

2015

Conversion of Well Log Data to Subsurface Stratigraphic and Structural Information: Part 6. Geological Methods

Jeremy M. Boak

AAPG Special Volumes

.... Wells are not commonly deviated from the surface, but rather are drilled approximately vertical to a kick-off point, where deviation is built up...

1992

Improving Unconventional Reservoir Factory-Model Development by an Integrated Workflow with Earth Model, Hydraulic Fracturing, Reservoir Simulation and Uncertainty Analysis

Baosheng Liang, Shahzad Khan, Sinchia Dewi Puspita, Tan Tran, Song Du, Erika Blair, Stephen Rives

Unconventional Resources Technology Conference (URTEC)

... to guide landing the horizontal well, designing the completion and determining the appropriate well spacing. Fortunately, 3D models can be built from...

2016

Machine learning applications to seismic structural interpretation: Philosophy, progress, pitfalls, and potential

Kellen L. Gunderson, Zhao Zhang, Barton Payne, Shuxing Cheng, Ziyu Jiang, and Atlas Wang

AAPG Bulletin

... prevalent machine learning methods are computer vision models developed by technology companies and applied to other industries like medical imaging...

2022

Deep-Reading Technologies

Kim Gunn Maver, Colin Hulme, Mark McCallum, Ajay Nalonnil

GEO ExPro Magazine

.... The operation is controlled via laptop computer at a logging surface station and requires a wireline field unit and mast or crane at each of the two wells...

2009

The Wellsite Computer – An Aid to Log Evaluation and Log Quality Control

Sami O. Ajam, S. E. Blalock, C. F. Vanberg, C. D. Donaghe

Indonesian Petroleum Association

...The Wellsite Computer – An Aid to Log Evaluation and Log Quality Control Sami O. Ajam, S. E. Blalock, C. F. Vanberg, C. D. Donaghe 1981 323 329...

1981

Identification of Unseen Flood Hazard Impacts in Southeast Florida Through Integration of Remote Sensing and Geographic Information System Techniques

Charles W. Finkl

Environmental Geosciences (DEG)

... on an algorithm for land cover. “Unsupervised’ means that the computer automatically compiles classes using the frequency distribution of DNs without...

2000

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