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Yichen Wei

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Interpretable Viscosity Prediction of Waxy Crude Oils via Physics-guided Machine Learning

Number of pages: 50 Posted: 20 Jan 2026
Quande Li, Hongying Li, Yuxuan He, Yiwei Xie, Yichen Wei, Yang Su, Jiabao Kang, Ruisen Fang, Zhaoming Yang and Jinjun Zhang
affiliation not provided to SSRN, affiliation not provided to SSRN, PipeChina, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
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Waxy crude oil, Viscosity, Machine learning, Feature engineering, Interpretability, Physics-guided modeling