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Название: Soft Computing and Intelligent Data Analysis in Oil Exploration, Volume 51 (Developments in Petroleum Science)
Авторы: Nikravesh M. (Editor),, Zadeh L.A. (Editor),, Fred Aminzadeh (Editor)
This comprehensive book highlights soft computing and geostatistics applications in hydrocarbon exploration and production, combining practical and theoretical aspects.
It spans a wide spectrum of applications in the oil industry, crossing many discipline boundaries such as geophysics, geology, petrophysics and reservoir engineering. It is complemented by several tutorial chapters on fuzzy logic, neural networks and genetic algorithms and geostatistics to introduce these concepts to the uninitiated. The application areas include prediction of reservoir properties (porosity, sand thickness, lithology, fluid), seismic processing, seismic and bio stratigraphy, time lapse seismic and core analysis.