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METHOD AND SYSTEM FOR ESTIMATING IN-SITU POROSITY USING MACHINE LEARNING APPLIED TO CUTTING ANALYSIS
METHOD AND SYSTEM FOR ESTIMATING IN-SITU POROSITY USING MACHINE LEARNING APPLIED TO CUTTING ANALYSIS
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机译:应用于切割分析的机器学习估算原位孔隙率的方法和系统
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摘要
A method for estimating in-situ porosity based on cutting images employs a neural network trained with labeled images, the labels indicating wireline porosity values. The method may be used to obtain porosity values along a vertical, deviated or horizontal well, where wireline logging data is not available or unreliable. The method uses machine learning. Training and validating the neural network may be ongoing processes in the sense that any new labeled image that becomes available can be added to the training set and the neural network being retrained to enhance its predictive performance.
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