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Apply Ridge Regression Model to Predict the Lateral Velocity Difference of Tight Reservoirs

Accurately predicting the lateral wave time lag is the basis for calculating rock mechanics parameters in drilling and hydraulic fracturing construction design, but there is a large error in predicting the lateral wave time lag using empirical formula method and multiple regression method in water l...

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Principais autores: HAN Longfei, ZHANG Yongfei, WANG Miaomiao, LI Yu
פורמט: Artigo
שפה:Chinês
יצא לאור: Editorial Office of Well Logging Technology 2024-12-01
סדרה:Cejing jishu
נושאים:
shear wave time difference
random forest algorithm
ridge regression model
logging data
גישה מקוונת:https://www.cnpcwlt.com/#/digest?ArticleID=5675
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