Guohua Ji

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

SSIEA: a hybrid evolutionary algorithm for supporting conceptual architectural design

Likai Wang, Patrick Janssen, Guohua Ji · Artificial intelligence for engineering design analysis and manufacturing · 2020 · 34 citations

Engineering, Architectural Engineering, Computer Architecture +18

Subtractive Building Massing for Performance-Based Architectural Design Exploration: A Case Study of Daylighting Optimization

Likai Wang, Patrick Janssen, Kian Wee Chen et al. · Sustainability · 2019 · 32 citations · Full text

Engineering, Performance-based Building Design, Energy-efficient Design +22

Exploring the synergy of building massing and façade design through evolutionary optimization

Likai Wang, Han Zhang, Xuehan Liu et al. · Frontiers of Architectural Research · 2022 · 24 citations · Full text