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The AAPG/Datapages Combined Publications Database
Showing 129 Results. Searched 195,405 documents.
A Play Approach to Hydrocarbon Resource Assessment and Evaluation
L. P. White
AAPG Special Volumes
... into two components. The marginal play probability for each play in which only dry prospects have been drilled is revised according to Bayes formula...
1986
Compositional Analysis of Lithologies from Wireline Logs: Chapter 3
John H. Doveton
AAPG Special Volumes
... zone based on a Bayesian decision procedure. Bayes' theorem was found in the papers of the Reverend Thomas Bayes (1702-61) after his death...
1994
Methods for Estimating Associated Risks of Sinkhole Occurrences: A Demonstration Using Available Data from the Ruhr Valley Region of Germany
Ian Lerche, Christof Lempp
Environmental Geosciences (DEG)
... as follows. Again, use the basic nomenclature developed in the first illustration. What can be shown from Bayes principle is that if an event A occurs...
2002
Coal Identification Using Neural Networks with Real-Time Coalbed Methane Drilling Data
Ruizhi Zhong, Raymond Johnson Jr, Zhongwei Chen, Nathaniel Chand
Australian Petroleum Production & Exploration Association (APPEA) Journal
...) predicted shale lithofacies using an ANN from log data. Xie et al. (2018) comprehensively studied different machine learning algorithms (naive Bayes...
2019
A Diagnostic Framework for "Bashed" Wells in Unconventional Reservoirs: A Numerical Simulation and Model Selection Theory Approach
L. Zhe, R. Younis, J. Jiang
Unconventional Resources Technology Conference (URTEC)
...h the prior mode showed in Figure 2 . According to Bayes’ rule, we can infer the probability distribution of the model parameters conditional t...
2016
Stochastic-based Coupling of Static and Dynamic Models: An Example From the Meremac Formation in the STACK Play
Mouin Almasoodi, Soodabeh Esmaili, Trevor Ingle
Unconventional Resources Technology Conference (URTEC)
... is implemented in commercial tools such as CMOST/CMG. Bayesian method is a statistical approach which is based on Bayes’ theory. In this method...
2017
Demystifying Data-Driven Neural Networks for Multivariate Production Analysis
Ayush Rastogi, Karn Agarwal, Ely Lolon, Mike Mayerhofer, Oladapo Oduba
Unconventional Resources Technology Conference (URTEC)
... neural network, fuzzy rules-based system, genetic algorithm) and Machine Learning (decision trees, SVM, Naïve Bayes, kNN, etc.). With an understanding...
2019
Machine Learning Technology to Improve Precision and Accelerate Screening Shallow Gas Potentials in Tunu Shallow Gas Zone, PT Pertamina Hulu Mahakam
Ronald Herbet, Debrina Sugiharto, Cepi M-Adam, Andrean Satria, Khairul Ummah
Indonesian Petroleum Association
... classifiers, namely MLP (Multi Layers Perceptron). Logistic Regression, Gaussian Naive Bayes, KNearest Neighbors, Decision Tree, Random Forest and Extra Trees...
2021
Estimation of In-Situ Wettability using Multi-Frequency Electromagnetic Measurements
Yuteng Jin, Siddharth Misra, Dean Homan
Unconventional Resources Technology Conference (URTEC)
...). MCMC inversion method aims to generate samples and reveal the underlying distribution of the estimated parameters. It uses Bayes theorem which allows...
2020
A Bayesian belief network approach for assessing the impact of exploration prospect interdependency: An application to predict gas discoveries in the Netherlands
Jan-Diederik Van Wees, Harmen Mijnlieff, Jan Lutgert, Jaap Breunese, Christian Bos, Peter Rosenkranz, Filip Neele
AAPG Bulletin
... of prospects can be modeled in a dynamic way using Bayesian theory. Bayes' theorem is a simple mathematical formula used for calculating conditional...
2008
Unconventional reservoir characterization by seismic inversion and machine learning of the Bakken Formation
Jackson R. Tomski, Mrinal K. Sen, Thomas E. Hess, and Michael J. Pyrcz
AAPG Bulletin
... problem is cast in a Bayesian framework; the algorithm is based on the Bayes’ theorem given by where p(y|x) is the probability of our target given...
2022
Petroleum Source Rock Study, Miocene Rocks of New Ireland, Papua New Guinea
Miryam Glikson
Circum Pacific Council Publications
.... A. Bayes' (CRES) computer program was used for ini tial presentation of reflectance histograms, and the final figures were drawn by A. Murray...
1988
Accretion in Deep Shelf-Edge Reefs, St. Croix, U.S.V.I.
Dennis K. Hubbard, Randolph P. Burke, Ivan P. Gill
Special Publications of SEPM
... to al s.. c" '-' COI a) -11 %NO ' /FM Ai C .., ni ,..) ..-. Y) o c.) ,--I 3 O (1-) O t OC .,- .3, , O en -o 2 0 w ... a) ..-, -0...
1985
Mapping the Barnett Shale Gas With Probabilistic Physics-Based Decline Curve Models and the Development of a Localized Prior Distribution
Rafael Wanderley de Holanda, Eduardo Gildin, Peter P. Valko
Unconventional Resources Technology Conference (URTEC)
... and larger variance as the liquid content increases (Holanda et al., 2018). The Bayes theorem is used for uncertainty quantification of the production...
2018
Application of Bayesian Optimized Deep Bi-LSTM Neural Networks for Production Forecasting of Gas Wells in Unconventional Shale Gas Reservoirs
Y. Kocoglu, S. Gorell, P. McElroy
Unconventional Resources Technology Conference (URTEC)
...shore Technology Conference Asia 2020, OTCA 2020. https://doi.org/10.4043/30332-ms Mockus, J. (1975). On the Bayes Methods for Seeking the Extremal Point....
2021
Borehole Image Tool Design, Value of Information, and Tool Selection
Javier O. Lagraba P., Steven M. Hansen, Mirano Spalburg, Mohammed Helmy
AAPG Special Volumes
... and the Bayes equation to calculate the two realization probabilities after borehole imaging data interpretation. An example based on the above...
2010
Applications of Artificial Intelligence in Log Analysis: Chapter 7
John H. Doveton
AAPG Special Volumes
... network and three other methods. Use of a Bayes' classifier, -nearest neighbor classifier, linear discriminant function, and the neural network all made...
1994
Energy Resources of the Uinta Basin, Utah; Frontmatter, Reference Material, Selected Biography
Duane L. Whiting
Utah Geological Association
... No. 31, 1970. Carmen, E.P. (and F.S. Bayes) — Occurrence, properties and uses of some natural bitumens: U.S. Bur. Mines Inf. Circ. 7997, 42 p., 1961...
1974
Sedimentology, Statistics, and Flow Behavior for a Tide-influenced Deltaic Sandstone, Frontier Formation, Wyoming, United States
Christopher D. White, Brian J. Willis, Shirley P. Dutton, Janok P. Bhattacharya, Keshav Narayanan
AAPG Special Volumes
... computed directly from observations. These models are composite length distributions, the sum of two termination-frequency models determined by Bayes' rule...
2004
Digital characterization of thrombolite-stromatolite reef distribution in a carbonate ramp system (terminal Proterozoic, Nama Group, Namibia)
Erwin W. Adams, John P. Grotzinger, Wesley A. Watters, Stefan Schrder, David S. McCormick, Hisham A. Al-Siyabi
AAPG Bulletin
... the Bayes theorem (e.g., White and Willis, 2000) and the joint probability density for and (the measured and actual widths, respectively...
2005
The role of fluid pressure and diagenetic cements for porosity preservation in Triassic fluvial reservoirs of the Central Graben, North Sea
Binh T. T. Nguyen, Stuart J. Jones, Neil R. Goulty, Alexander J. Middleton, Neil Grant, Alison Ferguson, Leon Bowen
AAPG Bulletin
... Survey of Canada Bulletin 544, p. 109124.Keller, T., R. Bayes, H. Auld, and M. Lines, 2005, Judy field: Rejuvenation through a second phase of drilling...
2013
Quantification of thermal conductivity uncertainty for basin modeling
Patrick Elison, Jan Niederau, Christian Vogt, and Christoph Clauser
AAPG Bulletin
... models is conditioned according to Bayes’ theorem to incorporate prior knowledge of temperature data. This conditional probability yields a posterior...
2019
Origin and charging histories of diagenetic traps in the Junggar Basin
Jianguo Pan, Guodong Wang, Yongqiang Qu, Wen Qi, Lu Yin, Duonian Xu, Tuanyu Teng, Bin Wang, Kaijun Tan, and Linjun Huang
AAPG Bulletin
.... Hu, G. Q., Y. Liu, X. C. Wei, and T. S. Chen, 2011, Joint PP and PS AVO inversion based on Bayes theorem: Applied Geophysics, v. 8, no. 4, p. 293–302...
2021
Energy Resources and Geologic Overview of the Uinta Basin, Utah: Road Logs, Reference Data, Bibliography
Galen W. Williams, Duane L. Whiting
Utah Geological Association
... Special Studies No. 31, 1970. Carmen, E.P. (and F.S. Bayes) — Occurrence, properties and uses of some natural bitumens: U.S. Bur. Mines Int. Circ...
1983
Tracing origin and collapse of Holocene benthic baseline communities in the northern Adriatic Sea
Ivo Gallmetzer, Alexandra Haselmair, Adam Tomašových, Anna-Katharina Mautner, Sara-Maria Schnedl, Daniele Cassin, Roberto Zonta, Martin Zuschin
PALAIOS
... on paired AAR and radiometric analyses of Lucinella divaricata and two models of uncertainty, showing models with Bayes Information Criterion (BIC...
2019