Hainan Yan

The influence of the spatial characteristics of urban green space on the urban heat island effect in Suzhou Industrial Park

Xiang Dong Xiao, Li Dong, Hainan Yan et al. · Sustainable Cities and Society · 2018 · 269 citations · Full text

Urban Green Space Management, Urban Climate Impact, Urban Heat Island +17

Optimization and prediction in the early design stage of office buildings using genetic and XGBoost algorithms

Hainan Yan, Ke Yan, Guohua Ji · Building and Environment · 2022 · 108 citations

Built Environment, Office Buildings, Engineering +10

Data-driven prediction and optimization of residential building performance in Singapore considering the impact of climate change

Hainan Yan, Guohua Ji, Ke Yan · Building and Environment · 2022 · 69 citations

Built Environment, Building Performance, Engineering +8

Utilizing interpretable stacking ensemble learning and NSGA-III for the prediction and optimisation of building photo-thermal environment and energy consumption

Yeqin Shen, Yubing Hu, Kai Cheng et al. · Building Simulation · 2024 · 30 citations

Energy Consumption, Engineering, Machine Learning +13

Developing an integrated prediction model for daylighting, thermal comfort, and energy consumption in residential buildings based on the stacking ensemble learning algorithm

Hainan Yan, Guohua Ji, Shuqi Cao et al. · Building Simulation · 2024 · 14 citations