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The AAPG/Datapages Combined Publications Database

Showing 15,647 Results. Searched 200,636 documents.

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Abstract: Missing Well-Log Data Prediction Using a Hybrid U-Net and LSTM Network Model; #91212 (2025)

Benard Sasu Oppong, Po Chen, En-Jui Lee, Wu-yu Liao

Search and Discovery.com

...Abstract: Missing Well-Log Data Prediction Using a Hybrid U-Net and LSTM Network Model; #91212 (2025) Benard Sasu Oppong, Po Chen, En-Jui Lee, Wu-yu...

2025

Identifying geologic facies through seismic dataset-to-dataset transfer learning using convolutional neural networks

Joseph Stitt, Adam Shugar, Rachael Wang

International Meeting for Applied Geoscience and Energy (IMAGE)

... it with explicit dataset-to-dataset transfer learning. Our main tuning goal with the implementation of transfer learning is to find the best test prediction result...

2022

Using Simple Loading Models to Predicted Crestal Pore Pressures in Miocene Carbonate Exploration Targets, Luconia, Sarawak

Jakob Heller, Don Basuki, Matthew Choo, Stephen O ‘Connor, Richard Swarbrick

Indonesian Petroleum Association

... which enables traditional pressure prediction techniques to be used. Therefore, in order to provide accurate pore pressure for use in estimation...

2014

Pore Flow Indicator as New Quantitative Approach for Rock Typing in Heterogeneous Reservoir, Main-Massive Formation, Offshore North West Java

Lulus Ilmiawan Saputra, Muhammad Reza

Indonesian Petroleum Association

... and petrography analysis it shows heterogeneous reservoirs. Methodology for rock typing and permeability prediction, gather with geological aspect...

2019

Development of Source Rock Kinetic Models for Fluid Property Prediction in Unconventional Shale Plays: A Case Study from the Permian and Neuquen Basins, #80579 (2017).

Lucia Rodriquez, Changrui Gong

Search and Discovery.com

...Development of Source Rock Kinetic Models for Fluid Property Prediction in Unconventional Shale Plays: A Case Study from the Permian and Neuquen...

2017

Enhancing Lithology Classification through a Deep Learning Framework

P. Zhang, T. Gao, R. Li

Unconventional Resources Technology Conference (URTEC)

... a model and test a machine-learning pipeline, which was then applied to a previously unseen dataset for lithology prediction. A petrophysicist...

2025

Comprehensive Evaluation of Reservoir Quality in the Early Miocene, Kutei Basin, Onshore East Kalimantan

Andromeda Werdaya, Maria Alexandra, Kuntadi Nugrahanto, Rijal Anshori, Albertus Pradipta, Peter Armitage

Indonesian Petroleum Association

...) and overburden stress (mechanical compaction) to the prediction of reservoir deliverability. Macroscopic factors consist of mechanical compaction (depth...

2017

Using Traditional Methods to Predict Pore Pressure in Devonian Black Shale Basins of North East British Columbia

Sam Green, Joel Loeffler, Shona Clarke, David Thurston

Unconventional Resources Technology Conference (URTEC)

... and fracture behavior for the exploitation of these plays. Traditional pore pressure prediction focusses exclusively on clay-rich shales and assumes...

2018

Prediction Project Task Completion Using Supervised Machine Learning Method: A Conceptual Approach

Muhammad Riandhy Anindika Yudhy, Andrey Putra Wijayanto

Indonesian Petroleum Association

...Prediction Project Task Completion Using Supervised Machine Learning Method: A Conceptual Approach Muhammad Riandhy Anindika Yudhy, Andrey Putra...

2022

Integration of Rock Physics Modelling to Improve Pore Pressure Prediction in Unconventional Shales

Jakob Heller, Venkatesh Anantharamu

Unconventional Resources Technology Conference (URTEC)

...Integration of Rock Physics Modelling to Improve Pore Pressure Prediction in Unconventional Shales Jakob Heller, Venkatesh Anantharamu URTeC: 3222...

2020

Estimation of Stimulated Reservoir Region for Hydraulic Fracturing in Shale Gas Well Based on Ensemble Learning Algorithm

Yang Luo, Bo Kang, Yan Feng, Hehua Wang, Zhongrong Mi, Yi Cheng, Yong Xiao, Xing Zhao, Jianchun Guo, Cong Lu

Unconventional Resources Technology Conference (URTEC)

..., height and orientation obtained from microseismic data. Geological and engineering features influencing the SRR were identified and extracted. Prediction...

2024

Automatic rock strength prediction in data-limited wells

Max Millen, Scott Mildren, Thomas Flottmann

Australian Energy Producers Journal

...Automatic rock strength prediction in data-limited wells Max Millen, Scott Mildren, Thomas Flottmann PEER-REVIEWED PAPER https://doi.org...

2025

Abstract: Geological Evaluation of Fractured Reservoirs

Ronald A. Nelson

Earth Science Bulletin (WGA)

... of a fractured reservoir, during either exploration or early development phases. As such, prediction rather than detection will be emphasized. Early...

1982

ABSTRACT: Resistivity Modeling and Neural Network Synthetics—Powerful New Exploration and Development Tools

Steven M. Goolsby, Jeff S. Arbogast

Kansas Geological Society

... powerful exploration and development tools. Applications include accurate reserve prediction, completion strategies, reservoir modeling...

1999

New Resolution in Seismic: Abstract

Fred J. Hilterman

CSPG Special Publications

... traps and predicting their shape and petrophysical properties. Efforts to improve the prediction accuracy (seismic resolution) also involve...

1980

The Interaction of Tectonics and the Sedimentary Record; The Miocene of the Sakhalin Shelf

Matthew Brettle, Ian Glenister, Richard Barrett, Sussanne Witte, Graham Tiley

Southeast Asia Petroleum Exploration Society (SEAPEX)

... and allows for prediction of reservoir presence and amount of sediment. Tectonic elements present in the area are Pacific subduction, back-arc...

2005

The Value of a Complete Picture: The Role of the Permian Basin in Local and Global Deep-Marine Resource Development

Michael H. Gardner

West Texas Geological Society

... controls, and (5) development of quantitative geologic rules for reservoir prediction based on sedimentary attributes correlated to the physical...

2009

Using Seismic Attributes to Delineate Fractures

Satinder Chopra, Kurt J. Marfurt

West Texas Geological Society

... of the reservoir thickness, rigidity, and tectonic deformation style. Fracture prediction from surface seismic data can be either direct or indirect...

2010

Abstract: Using Seismic Attributes to Delineate Fractures

Satinder Chopra, Kurt J. Marfurt

West Texas Geological Society

... are a function of the reservoir thickness, rigidity, and tectonic deformation style. Fracture prediction from surface seismic data can be either direct...

2010

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