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SYSTEM AND METHOD FOR PREDICTING MINERALOGICAL, TEXTURAL, PETROPHYSICAL AND ELASTIC PROPERTIES AT LOCATIONS WITHOUT ROCK SAMPLES
SYSTEM AND METHOD FOR PREDICTING MINERALOGICAL, TEXTURAL, PETROPHYSICAL AND ELASTIC PROPERTIES AT LOCATIONS WITHOUT ROCK SAMPLES
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机译:在没有岩石样品的地方预测矿物,质地,岩石物理和弹性特性的系统和方法
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摘要
A method for predicting mineralogical, textural, petrophysical and/or elastic properties at locations without rock samples based on well log data is provided. The method includes obtaining well log data and values of a target property measured by analyzing rock samples at rock sample locations. The method further includes building and calibrating a prediction model using machine learning algorithms, the well log data and the values of the target property at the rock sample locations. The method then estimates values of the target property at one or more locations without rock samples using the prediction model.
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