Wanni Zhang

State-of-the-art on research and applications of machine learning in the building life cycle

Tianzhen Hong, Zhe Wang, Xuan Luo et al. · Energy and Buildings · 2020 · 314 citations · Full text

Built Environment, Engineering, Machine Learning +10

Italian prototype building models for urban scale building performance simulation

Laura Carnieletto, Martina Ferrando, Lorenzo Teso et al. · Building and Environment · 2021 · 101 citations · Full text

Architectural Design, Built Environment, Building Performance +9

Urban microclimate and its impact on building performance: A case study of San Francisco

Tianzhen Hong, Yujie Xu, Kaiyu Sun et al. · Urban Climate · 2021 · 91 citations · Full text

Building Performance, Urban Geography, Design +7

Quantifying the energy impact of heat mitigation technologies at the urban scale

Shamila Haddad, Wanni Zhang, Riccardo Paolini et al. · Nature Cities · 2024 · 76 citations · Full text

Energy Impact, Engineering, Urban Energy Modeling +11

Passive cooling designs to improve heat resilience of homes in underserved and vulnerable communities

Kaiyu Sun, Wanni Zhang, Zhaoyun Zeng et al. · Energy and Buildings · 2021 · 74 citations · Full text

Built Environment, Housing, Vulnerable Communities +14