Gang Liu

Interpretability analysis for thermal sensation machine learning models: An exploration based on the SHAP approach

Yuren Yang, Ye Yuan, Zhen Han et al. · Indoor Air · 2022 · 94 citations

Artificial Intelligence, Shap Approach, Machine Learning +22

Field study on thermal comfort of passenger at high-speed railway station in transition season

Gang Liu, Chao Cen, Qi Zhang et al. · Building and Environment · 2016 · 63 citations

Railway Traffic, Engineering, Rail Transport +10

A predictive model for daylight performance based on multimodal generative adversarial networks at the early design stage

X Li, Ye Yuan, Gang Liu et al. · Energy and Buildings · 2024 · 41 citations

Predictive Model, Engineering, Machine Learning +11

A framework for occupancy prediction based on image information fusion and machine learning

Yuren Yang, Ye Yuan, Ting Pan et al. · Building and Environment · 2021 · 31 citations

Decision Fusion, Machine Vision, Image Analysis +12

A quantitative study of the climate-responsive design strategies of ancient timber-frame halls in northern China based on field measurements

Xu Hong, Qiong Huang, Gang Liu et al. · Energy and Buildings · 2016 · 24 citations

Built Environment, Building Performance, Engineering +11