Guoru Huang
Biographic Data
| ID | 6270980 |
|---|---|
| NAME | Guoru Huang |
| GIVEN NAMES | Guoru |
| FAMILY NAME | Huang |
| SIGNATURE | HUANG G |
| AFFILIATIONS | South China University of Technology |
| ORCID | 0000-0003-3956-034X |
| VERIFIED | Yes |
| TOTAL WORKS | 7 |
| TOTAL CITATIONS | 9 |
| WORKS AS AUTHOR | 7 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2021 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 1 |
A Dynamic Simulation Framework for Evaluating the Impacts of Urban Flooding on Transportation Systems
Road networks are a critical infrastructure system for the sustainable functioning of cities. However, they are frequently disrupted by urban flooding, leading to increased travel times and hindering emergency responses. This study proposed a novel dynamic flood–response simulation framework for urban transportation to evaluate the impacts of rainstorms and flooding on traffic systems, focusing on coupling the Integrated Hydrology and Hydrodynami…
Urban Pluvial Flood Modeling Integrating Two-Dimensional CNN and SHAP-Driven Interpretability
Urban pluvial floods have become increasingly frequent under the combined effects of climate change and urbanization, leading to increased disaster losses. This study developed a data-driven urban pluvial flood prediction model using convolutional neural networks (CNNs) to enhance computational efficiency while maintaining simulation accuracy. A high-resolution cellular-based flood model generated the training dataset through systematic patch-bas…
A network-based framework for cost-effective Green–Grey retrofitting of urban drainage systems
Application of a time-dependent performance-based resilience metric to establish the potential of coupled green-grey infrastructure in urban flood management
Towards flood risk reduction
Urban watershed ecosystem health assessment and ecological management zoning based on landscape pattern and SWMM simulation
The capacity of grey infrastructure in urban flood management
The capacity of grey infrastructure in urban flood management
Urban watershed ecosystem health assessment and ecological management zoning based on landscape pattern and SWMM simulation
Towards flood risk reduction
Application of a time-dependent performance-based resilience metric to establish the potential of coupled green-grey infrastructure in urban flood management
A Dynamic Simulation Framework for Evaluating the Impacts of Urban Flooding on Transportation Systems
Road networks are a critical infrastructure system for the sustainable functioning of cities. However, they are frequently disrupted by urban flooding, leading to increased travel times and hindering emergency responses. This study proposed a novel dynamic flood–response simulation framework for urban transportation to evaluate the impacts of rainstorms and flooding on traffic systems, focusing on coupling the Integrated Hydrology and Hydrodynami…
Urban Pluvial Flood Modeling Integrating Two-Dimensional CNN and SHAP-Driven Interpretability
Urban pluvial floods have become increasingly frequent under the combined effects of climate change and urbanization, leading to increased disaster losses. This study developed a data-driven urban pluvial flood prediction model using convolutional neural networks (CNNs) to enhance computational efficiency while maintaining simulation accuracy. A high-resolution cellular-based flood model generated the training dataset through systematic patch-bas…
A network-based framework for cost-effective Green–Grey retrofitting of urban drainage systems
Flood Risk Assessment and Management (6 works) · Flood myth (5 works) · Environmental resource management (4 works) · Environmental Science (4 works) · Geography (4 works) · Urban Stormwater Management Solutions (4 works) · Business (2 works) · Computer Science (2 works) · Disaster Management and Resilience (2 works) · Engineering (2 works)