wenping song

Northwestern Polytechnic University (NPU)

SCHOLARLY PAPERS

3

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131

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Cst-Llm: Enhancing Airfoil Parameterization Method with Large Language Model

Number of pages: 22 Posted: 05 Feb 2025
kefeng zheng, yiheng wang, fei liu, Qingfu Zhang and wenping song
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, City University of Hong Kong (CityU) and Northwestern Polytechnic University (NPU)
Downloads 70 (716,017)

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Large Language Model, Airfoil Parameterization Method, Algorithm Design, Airfoil Design Optimization, Symbolic Regression

2.

An Efficient Robust Aerodynamic Design Optimization Method Based on a Multi-Level Hierarchical Kriging Model and Multi-Fidelity Expected Improvement

Number of pages: 48 Posted: 08 Feb 2024
Yu Zhang, zhonghua han and wenping song
affiliation not provided to SSRN, Northwestern Polytechnic University (NPU) and Northwestern Polytechnic University (NPU)
Downloads 40 (945,718)

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robust aerodynamic design optimization, multi-fidelity optimization, uncertainty quantification, surrogate model, Aerodynamics

3.

Wind Turbine Airfoil Family Design Method Based on Prescribed Pressure Gradient Distributions

Number of pages: 21 Posted: 20 Oct 2023
kefeng zheng, shiqiang zhang, wenping song, han nie, jianhua xu, zhonghua han and kangyuan zhou
affiliation not provided to SSRN, affiliation not provided to SSRN, Northwestern Polytechnic University (NPU), affiliation not provided to SSRN, affiliation not provided to SSRN, Northwestern Polytechnic University (NPU) and affiliation not provided to SSRN
Downloads 21 (1,147,244)

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Wind turbine airfoil family, Pressure gradient distribution, Aerodynamic and geometric compatibility, Surrogate-based optimization