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Xinyi Zhang

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

4

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219

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0

Scholarly Papers (4)

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1.

Research on Passive Climate-Responsive Strategies for Traditional Dwellings Based on Shapley Additive Explanations and Machine Learning

Number of pages: 50 Posted: 16 Jun 2025
Xinyi Zhang, Gongyu Hou, Dandan Wang, Xiaorong Sun, Huanhuan Fu and Weiyi Li
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 102 (679,608)

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Traditional Chinese dwellings, Passive climate-responsive strategies, Machine Learning, SHapley Additive exPlanations, Bayesian optimization, Performance prediction

2.

Research on Climate Response Strategies for Traditional Dwellings Based on Shapley Additive Explanations and Machine Learning

Downloads 89 (747,755)

Research on Climate Response Strategies for Traditional Dwellings Based on Shapley Additive Explanations and Machine Learning

Number of pages: 47 Posted: 06 Jan 2025
Xinyi Zhang, Gongyu Hou, Dandan Wang, Xiaorong Sun, Huanhuan Fu and Weiyi Li
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 48 (1,107,422)

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Traditional Chinese dwellings, Climate adaptation, Machine Learning, SHAP, Bayesian optimization, performance prediction

Research on Climate Response Strategies for Traditional Dwellings Based on Shapley Additive Explanations and Machine Learning

Number of pages: 47 Posted: 06 Jan 2025
Xinyi Zhang, Gongyu Hou, Dandan Wang, Xiaorong Sun, Huanhuan Fu and Weiyi Li
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 41 (1,196,631)

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Traditional Chinese dwellings, Climate adaptation, Machine Learning, SHAP, Bayesian optimization, performance prediction

3.

Lifecycle Cost Risk Assessment of Pumped Storage Power Plant Projects Based on Matter Element Model

Number of pages: 19 Posted: 11 Apr 2025
Gongyu Hou, Xiaoyun Ma, Qinhuang Chen, Xinyi Zhang, Xiaorong Sun, Le Li, Weiyi Li and Huanhuan Fu
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, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 21 (1,436,435)

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Pumped Storage Power Plant, Cost Risk Control, Matter-Element Model, Rough Set Theory

4.

Physics-Guided Symbolic Regression for Predicting Retaining-Wall Deflection Profiles in Urban Underground Station Excavations

Number of pages: 31 Posted: 09 Jul 2026
Xinyi Zhang, Gongyu Hou, Qinhuang Chen, Xinyu Zhang and Shengnan Hu
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 7

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Wall deflection, Physics-guided, Symbolic regression, Interpretable prediction