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Xiaoyuan Miao

affiliation not provided to SSRN

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A PSO-Optimized Convolutional Neural Network for Viscosity Prediction in High-Water-Cut Crude Oil Systems

Number of pages: 43 Posted: 29 Apr 2026
Xiaoyuan Miao, Wuchang Wang, Qing Li, Kun Wang, Chaohui Chen and Ze Song
affiliation not provided to SSRN, China University of Petroleum (East China) - College of Pipeline and Civil Engineering, 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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Abstract:

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High water-cut crude oil, Viscosity prediction, Particle swarm optimization, Convolutional neural network, Hyperparameter optimization.