Zifeng Guo

Data‐driven flood emulation: Speeding up urban flood predictions by deep convolutional neural networks

Zifeng Guo, João P. Leitão, Nuno Simões et al. · Journal of Flood Risk Management · 2020 · 196 citations · Full text

Hydrological Prediction, Engineering, Machine Learning +18

Evolutionary approach for spatial architecture layout design enhanced by an agent-based topology finding system

Zifeng Guo, Biao Li · Frontiers of Architectural Research · 2017 · 137 citations · Full text

Architectural Design, Spatial Design, Multi-agent Topology +15

Data-driven rapid flood prediction mapping with catchment generalizability

Zifeng Guo, Vahid Moosavi, João P. Leitão · Journal of Hydrology · 2022 · 80 citations · Full text

A framework for the management of agricultural resources with automated aerial imagery detection

Karla Saldaña Ochoa, Zifeng Guo · Computers and Electronics in Agriculture · 2019 · 36 citations

Precision Agriculture, Engineering, Land Use +10

Urban Morphological Feature Extraction and Multi-Dimensional Similarity Analysis Based on Deep Learning Approaches

Chenyi Cai, Zifeng Guo, Baizhou Zhang et al. · Sustainability · 2021 · 29 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +21