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Yipeng Li

affiliation not provided to SSRN

SCHOLARLY PAPERS

4

DOWNLOADS

38

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Surrogate-free deep reinforcement learning for multiphysics geometric optimization of PEM water electrolyzers

Number of pages: 22 Posted: 30 Apr 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, Dongfang Turbine Co Ltd, Dongfang Turbine Co Ltd, Southwest Jiaotong University, Southwest Jiaotong University and Southwest Jiaotong University
Downloads 16 (1,500,778)

Abstract:

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PEM water electrolyzers, Deep reinforcement learning, Geometric parameter optimization

2.

Mechanical-thermal-electrochemical coupling and dominant parameter identification in full-cell PEM water electrolyzers

Number of pages: 25 Posted: 30 May 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Southwest Jiaotong University, Southwest Jiaotong University and Southwest Jiaotong University
Downloads 8 (1,561,096)

Abstract:

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PEM water electrolyzer, Multiphysics coupling, Clamping pressure, Parameter prioritization

3.

Surrogate-free deep reinforcement learning for multiphysics geometric optimization of PEM water electrolyzers

Number of pages: 28 Posted: 21 May 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, Dongfang Turbine Co Ltd, Dongfang Turbine Co Ltd, Southwest Jiaotong University, Southwest Jiaotong University and Southwest Jiaotong University
Downloads 8 (1,561,096)

Abstract:

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PEM water electrolyzer, deep reinforcement learning, Geometric parameter optimizatio

4.

Analysis of transient performance fluctuations and heating mode effects in a proton exchange membrane water electrolyzer

Number of pages: 14 Posted: 12 May 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Southwest Jiaotong University, Southwest Jiaotong University and Southwest Jiaotong University
Downloads 6 (1,575,921)

Abstract:

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PEM water electrolyzer, Thermal management, Transient thermal response, Performance inversion