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Jiabao Yang

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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39

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

Three-Dimensional Digital Rock Modeling of Multi-Mineral Systems Using Deep Learning

Number of pages: 50 Posted: 08 Feb 2026
Zijie Lu, Yuqi Wu, Sheng Zou, Kelai Xi, Tianqi Zhou, Jiabao Yang, Yumei Ao and Pejman Tahmasebi
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, China University of Petroleum (East China) - School of Geosciences, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Colorado School of Mines
Downloads 21 (1,500,778)

Abstract:

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Digital rock, Shale, Multi-mineral modeling, Machine Learning, Petrophysics

2.

Prediction of Absolute and Effective Permeability Using Machine Learning: Comparative Analysis and Uncertainty Quantification

Number of pages: 40 Posted: 07 Apr 2026
Chaozheng Deng, Guodong Zhang, Yuqi Wu, He Yang, Jiabao Yang, Xinmin Ge, Qian Wang and Siyu Wang
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, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 18 (1,491,251)

Abstract:

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Tight formation, Absolute permeability, Effective permeability, Relative permeability, Bayesian optimization, SHAP interpretability