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Yu Song

affiliation not provided to SSRN

SCHOLARLY PAPERS

5

DOWNLOADS

220

TOTAL CITATIONS

0

Scholarly Papers (5)

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
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 (796,622)

Abstract:

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

2.

Optimization of Multi-Objective Real-Time Drilling Operations Considering Lag Effects and Formation Variability

Number of pages: 57 Posted: 27 Aug 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Tongji University
Downloads 52 (1,063,489)

Abstract:

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Drilling Parameter Real-time Optimization, Drilling Sensing, Domain Adversarial Network, Deep Reinforcement Learning, Efficiency Improvement and Cost Reduction

3.

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
Downloads 51 (1,074,648)

Abstract:

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

4.

Optimized Design of Buoyancy Block Arrangement for Steel Lazy Wave Riser Based on Multi-Objective Optimization

Number of pages: 40 Posted: 09 Jul 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, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 19 (1,481,165)

Abstract:

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Steel Lazy Wave Riser, Buoyancy Module Configuration, Multi-objective optimization, NSGA-II optimization, Coupled Progressive-Spacing with Random Disturbance

5.

Parameter Sensitivity Analysis on Stability Of Extra-Large Lng Tank Roof Under Construction

Number of pages: 18 Posted: 05 Mar 2025
Yong Yang, Kezheng Zhang and Yu Song
affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 13 (1,534,404)

Abstract:

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Ultra-large LNG tank, Steel roof, large span structure, Staged construction, Nonlinear buckling, rise-span ratio