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The AAPG/Datapages Combined Publications Database

Showing 2,441 Results. Searched 200,626 documents.

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Carbonate Petrophysical Rock Typing: Integrating Geological Attributes and Petrophysical Properties while Linking with Dynamic Behavior; #120089 (2013)

Mark Skalinski and Jeroen A. M. Kenter

Search and Discovery.com

...) or neural networks combined with deterministic methods. Step 3: Reservoir Typing Carbonate reservoirs are highly susceptible to diagenetic processes...

2013

Geophysical Anomaly: A Novel Contribution to Integrated Geophysical Interpretation, #42337 (2018).

Julio Lyrio, Paulo Menezes, Jorlivan Correa, Adriano Viana,

Search and Discovery.com

... and machine learning techniques like neural networks and learning algorithms to introduce nonlinearity into the models. The generic form...

2018

Inter-Well Scale Heterogeneity of the Upper Khuff Carbonate Reservoir Units, Outcrop Analog Approach, Central Saudi Arabia, #11321 (2020).

Mutasim S. Osman,

Search and Discovery.com

... Neural Networks. SPE Annual Technical Conference & Exhibition held in New Orleans, LA, U.S.A. Vaslet, D., Le Nindre, Y.M., Vachard, D., Broutin, J...

2020

Abstract: Borehole Images and VSPs as Aid to Attribute and Inversion Analysis (Poster 14)

Debnath Basu, Mark Lambert, Alexis Carrillat, Chandra Velu, Riasat Hussain

Geological Society of Malaysia (GSM)

... of unlocking this potential by doing a comprehensive facies analysis and obtaining quantitative outputs with new applications like neural network...

2008

AAPG Methods in Exploration No. 13, Chapter 2: Enhancing the Gamma-ray Log Through Geological Input: Evaluating Thin-bedded Turbidite Sequences

Cees R. Geel

AAPG Special Volumes

... approach to combinatorial optimization and neural computing: Chicester, U.K., John Wiley & Sons, Inc., 272 p...

2002

ABSTRACT: Inferring Thin Bedded Strata from Seismic using Mathematical Techniques; #90018 (2003)

Michelle Abraham

Search and Discovery.com

... detection algorithm, generating a log that can be matched to the seismic data, and using a neural network program to make inferences about the thin-bedded...

2003

Abstract: Case Study: Maximizing Seismic Input in Geomodelling by Using PP-PS Pre-Stack Joint Inversion, Birch, N.E. Alberta; #90224 (2015)

Justin A. Humenjuk and Tom J. Podivinsky

Search and Discovery.com

... simulation. Typical seismic inputs for geomodels include: depth converted surfaces, inversion volumes and neural network volumes. In this case study we show...

2015

Abstract: Machine Learning Assisted Fracture Characterization with Borehole Image Logs in Geothermal Wells; #91204 (2023)

Chicheng Xu

Search and Discovery.com

... from multiple sources of data, we build a convolutional neural network model and train it with the labeled results from borehole image log. The model...

2023

Innovative Approach Using Geostatistical Inversion for Carbonate Reservoir Characterization in Sopa Field, South Sumatra, Indonesia

Rusalida Raguwanti, Artini Sukotjo, Bob Wikan H. Adibrata

Indonesian Petroleum Association

... then generated from a geostatistical inversion of the well and seismic data. A neural network was trained by using cores and image logs from two wells...

2005

EXTENDED ABSTRACT: Classification of Porosity and Permeability Category with Regression Trees

Haiyan Li , Hui-Chuan Chen and Ernest Mancini

GCAGS Transactions

..., a backpropagation neural network with three layers (input, hidden, and output) was also applied. As a result, a 73.2% accuracy and 62.2% accuracy were...

1999

Abstract: 3D Generalised Inversion as Direct Input into Static Model in Kamunsu East Field „ A Case Study (Poster 20)

Timothy E. Johnson, John W. K. Voon, Boon-Teck Yong, Huw Davies, Satyavan B. Reymond, Noel Lucas

Geological Society of Malaysia (GSM)

... of the fan and allowed meaningful zonation of the reservoir. In addition, neural network-based classification of well logs allowed the drilled reservoir...

2002

ABSTRACT: Realistic Reservoir Model from Seismic Data-Lessons from Seismic Modeling and Inversion of Prograding Carbonate- Ramp Sequences; #90013 (2003)

Hongliu Zeng, Bruno Courme, Charles Kerans

Search and Discovery.com

... and then conducted neural net inversion for best recoverable impedance section. We analyzed the quality of the interpreted reservoir model by comparing...

2003

ABSTRACT: Seismic Attribute Analysis for Coal-Bed Methane Detection in the Fort Union Formation, Sweet Water County, Wyoming; #90106 (2010)

Whitney Harris, Curtis A. Link

Search and Discovery.com

... to come up with two zones containing both coal and gas. We will use these two calibration points to test neural network scenarios in an attempt to map...

2010

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