Articles Neural Networks


Neural Network Application of Curvature Attribute for Fracture Analysis
Rimaila, K., Mustaqeem, A., Baranova, V., GeoConvention 2015: New Horizons, 2015
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Neural-network based multi-azimuth processing
Huck, A., de Groot, P., Manning, T., Rietveld, W., 2010, 72nd EAGE Conference & Exhibition, June 2010
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Quantifying and increasing the value of multi-azimuth seismic
Manning, T., Shane, N., Page, N., Barley, B., Rietveld, W., Keggin, J., 2007, The Leading Edge April 2007 23, 510-520
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Assessing hydrocarbon risk with neural network classification methods
Aminzadeh, F., Ross, C,. Brouwer, F., 2005 EAGE 67th Conference & Exhibition Madrid, Spain, 2005
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A neural networks based seismic object detection technique
Aminzadeh, F., de Groot, P., 2005 SEG Technical Program Expanded Abstracts -- 2005 -- p.775-778
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Unsupervised segmentation in seismic data analysis
Grennberg Fismen, B., Clausen, S., Yang, L., Carlin, M., Kavli, T., Wansink, G., 2001. ICIP conference in Thessaloniki, Greece
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A new confidence bound estimation method for neural networks, an application example
Wansink, G., Yang, L., 2001. 63rd EAGE conference, Amsterdam
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An evaluation of confidence bound estimation methods for neural networks
Yang, L., 2000. presented at ESIT
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Reservoir parameter estimation using a hybrid neural network
Aminzadeh, F., 2000. Computer and Geoscience
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Volume Transformation by way of Neural Network Mapping
de Groot, P., 1999. 61st EAGE Conference, Helsinki
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Seismic Reservoir Characterisation Using Artificial Neural Networks
de Groot, P., 1999 19th Mintrop seminar, Muenster, Germany
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Neural networks introduction
A document from 1998 describing Multi-Layer-Perceptrons, Radial-Basis-Functions and Unsupervised-Vector-Quantiser
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Neural Network experiments on synthetic seismic data
Braunschweig, B., Bremdal, B.A., de Groot, P., Artificial Intelligence in the Petroleum Industry p. 93 - 124, 1996
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Monte Carlo simulation of wells
de Groot, P., Bril, A.H., Floris, J.T., Campbell, A.E., 1996. Monte Carlo simulation of wells. Geophysics, Vol. 61, No. 3 (May-June 1996), p. 631-638.
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Total Space Inversion: Concept and Experiments in Model Space
de Groot, P., 1995. 57th EAGE Conference, Glasgow, May 1995
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Seismic reservoir characterization in 'total space'; a Middle Eastern example
de Groot, P., Campbell E., 1995. OAPEC / John Brown Workshop, New Technologies Applied to Hydrocarbon Production. Delft, 12-15 Sep. 1995
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Reservoir characterization from 3D seismic data using artificial neural networks and stochastic modelling techniques
de Groot, P., Campbell A.E., Kavli T., Melnyk D., 1993. 55th EAGE Conference, Stavanger, June 1993
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