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Zehua Song

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

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191

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0

Scholarly Papers (3)

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1.

A Multi-Objective Reinforcement Learning Framework for Real-Time Drilling Optimization Based on Symbolic Regression and Drilling Perception

Number of pages: 58 Posted: 04 Sep 2024
Zehua Song, Yu Song, Zehua Song, Baosheng Liu, Bingzhen Gao and Jizhou Tang
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
Downloads 85

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Drilling Parameters, multi-objective optimization, Symbolic Regression, Drilling Sensing, Deep Reinforcement Learning

2.

Dynamic Analysis of Steel Catenary Riser in Complex Deepwater Marine Environment

Number of pages: 31 Posted: 27 Dec 2023
Qishuai Yin, Xinye Yan, Yingying Guo, Hong Zhu, Kejin Chen, Bingzhen Gao and Zehua Song
affiliation not provided to SSRN, affiliation not provided to SSRN, Louisiana State University, Baton Rouge, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 55

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Deepwater semi-submersible production platform

3.

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

Number of pages: 43 Posted: 28 Oct 2025
Yu Song, Zehua Song, Zehua Song, Kejin Chen, Kun Jiang and Jizhou Tang
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
Downloads 51

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