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Zehua Song

affiliation not provided to SSRN

SCHOLARLY PAPERS

1

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Scholarly Papers (1)

1.

Intelligent Prediction and Optimization of Open-Hole Wellbore Multiphysics Stability: A Synergistic PINN-DRL Approach

Number of pages: 43 Posted: 28 Oct 2025
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 Tongji University
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Abstract:

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Open-hole wellbore stability, Multiphysics coupling modeling, Physics-Informed Neural Networks, Deep Reinforcement Learning, Drilling fluid parameter optimization