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Limin Kuang

affiliation not provided to SSRN

SCHOLARLY PAPERS

4

DOWNLOADS

140

TOTAL CITATIONS

1

Scholarly Papers (4)

1.

Ada2mf: Dual-Adaptive Multi-Fidelity Neural Network Approach and its Application in Wind Turbine Wake Prediction

Number of pages: 23 Posted: 16 Mar 2024
Shanghai Jiao Tong University (SJTU), affiliation not provided to SSRN, Shanghai University, affiliation not provided to SSRN, Shanghai Jiao Tong University (SJTU), Shanghai Jiao Tong University (SJTU), Shanghai Jiao Tong University (SJTU) and affiliation not provided to SSRN
Downloads 48 (1,086,013)

Abstract:

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Wind Turbine Wakes, Multi-Fidelity Neural Networks, Negative Transfer, Adaptive Weighting, Residual Method

2.

Windfix: Harnessing the Power of Self-Supervised Learning for Versatile Imputation of Offshore Wind Speed Time Series

Number of pages: 34 Posted: 15 Jun 2023
Shanghai University, Shanghai University, affiliation not provided to SSRN, Shanghai University, affiliation not provided to SSRN, Shanghai University, Chongqing University, Tsinghua University, Shanghai Jiao Tong University (SJTU) and affiliation not provided to SSRN
Downloads 45 (1,121,190)

Abstract:

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Offshore Wind Speed, time series, Imputation, Self-supervised Learning, Transformer

3.

Prediction of Vertical-Axis Wind Turbine Aerodynamics Based on Meta Learning: Considering Regional Interactions

Number of pages: 37 Posted: 18 Oct 2024
Shanghai Jiao Tong University (SJTU), Shanghai Jiao Tong University (SJTU), affiliation not provided to SSRN, Shanghai University, affiliation not provided to SSRN, affiliation not provided to SSRN, Shanghai Jiao Tong University (SJTU) and Shanghai Jiao Tong University (SJTU)
Downloads 36 (1,236,159)

Abstract:

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VAWT, LSTM, Meta learning, Aerodynamic performance

4.

Ada2mf: Dual-Adaptive Multi-Fidelity Neural Network Approach and its Application in Wind Turbine Wake Prediction

Number of pages: 23 Posted: 26 Apr 2024
Shanghai Jiao Tong University (SJTU), affiliation not provided to SSRN, Shanghai University, affiliation not provided to SSRN, Shanghai Jiao Tong University (SJTU), Shanghai Jiao Tong University (SJTU), Shanghai Jiao Tong University (SJTU) and affiliation not provided to SSRN
Downloads 11 (1,534,404)
Citation 1

Abstract:

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Wind Turbine Wakes, Multi-Fidelity Neural Networks, Negative Transfer, Adaptive Weighting, Residual Method