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Artificial Intelligent Approaches in Petroleum Geosciences (in English)
Cranganu, Constantin ; Luchian, Henri ; Breaban, Mihaela Elena (Author)
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Springer
· Paperback
Artificial Intelligent Approaches in Petroleum Geosciences (in English) - Cranganu, Constantin ; Luchian, Henri ; Breaban, Mihaela Elena
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Synopsis "Artificial Intelligent Approaches in Petroleum Geosciences (in English)"
Intelligent Data Analysis Techniques - Machine Learning and Data Mining.- On meta-heuristics in optimization and data analysis. Application to geosciences.- Genetic Programming Techniques with Applications in the Oil and Gas Industry.- Application of Artificial Neural Networks in Geoscience and Petroleum Industry.- On Support Vector Regression to Predict Poisson's Ratio and Young's Modulus of Reservoir Rock.- Use of Active Learning Method to determine the presence and estimate the magnitude of abnormally pressured fluid zones: A case study from the Anadarko Basin, Oklahoma.- Active Learning Method for estimating missing logs in hydrocarbon reservoirs.- Improving the accuracy of Active Learning Method via noise injection for estimating hydraulic flow units: An example from a heterogeneous carbonate reservoir.- Well log analysis by global optimization-based interval inversion method.- Permeability estimation in petroleum reservoir by artificial intelligent methods: An overview.
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The book is written in English.
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