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Yong Zheng

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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Scholarly Papers (2)

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1.

Time Series Ml for Horizontal Wells Production Prediction

Number of pages: 40 Posted: 18 Jul 2025
Tianyang Zhang, Hai Huang, Xueling Ma and Yong Zheng
Xi’an Shiyou University, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 37 (1,222,651)

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Time Series-Based Machine Learning, Unconventional Oil Wells, EUR Prediction, PSO-A-BiLSTM model, SHAP Interpretability Algorithm

2.

Time Series Machine Learning for Production Prediction of Unconventional Oil Wells: A PSO-A-BiLSTM and SHAP-Based Framework

Number of pages: 40 Posted: 28 Oct 2025
Tianyang Zhang, Hai Huang, Xueling Ma and Yong Zheng
Xi’an Shiyou University, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 36 (1,236,159)

Abstract:

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Time Series-Based Machine Learning, Unconventional Oil Wells, EUR Prediction, PSO-A-BiLSTM model, SHAP Interpretability Algorithm