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20192025
most citedA Predictive Model for Steady-State Multiphase Pipe Flow: Machine Learning on Lab Data

103 citations · 112 across the 5 of their papers we have counts for

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Showing 2021Show all

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cs.LG2021

Data-driven model for hydraulic fracturing design optimization. Part II: Inverse problem

Viktor Duplyakov, Anton Morozov, Dmitriy Popkov +5

We describe a stacked model for predicting the cumulative fluid production for an oil well with a multistage-fracture completion based on a combination of Ridge Regression and CatB…