115 citations · 374 across the 61 of their papers we have counts for
23 papers · 1 filter
Data-driven Tracking of the Bounce-back Path after Disasters: Critical Milestones of Population Activity Recovery and Their Spatial Inequality
Yuqin Jiang, Faxi Yuan, Hamed Farahmand +3
The ability to measure and track the speed and trajectory of a community's post-disaster recovery is essential to inform resource allocation and prioritization. The current survey-…
Network Diffusion Model Reveals Recovery Multipliers and Heterogeneous Spatial Effects in Post-Disaster Community Recovery
Chia-Fu Liu, Ali Mostafavi
Community recovery from hazards and crises occurs through various diffusion processes within social and spatial networks of communities. Existing knowledge regarding the diffusion…
Graph Attention Networks Unveil Determinants of Intra- and Inter-city Health Disparity
Chenyue Liu, Chao Fan, Ali Mostafavi
Understanding the determinants underlying variations in urban health status is important for informing urban design and planning, as well as public health policies. Multiple hetero…
Anatomy of Perturbed Traffic Networks during Urban Flooding
Akhil Anil Rajput, Sanjay Nayak, Shangjia Dong +1
Urban flooding disrupts traffic networks, affecting the mobility and disrupting access of residents. Since flooding events are predicted to increase due to climate change, and give…
Energy Inequality in Climate Hazards: Empirical Evidence of Social and Spatial Disparities in Managed and Hazard-Induced Power Outages
Natalie Coleman, Amir Esmalian, Cheng-Chun Lee +3
The energy sector in the United States is ever more vulnerable to extreme climatic hazards, leading to multiple hazard-induced and managed power outages. Utility companies reported…
Attributed Network Embedding Model for Exposing COVID-19 Spread Trajectory Archetypes
Junwei Ma, Bo Li, Qingchun Li +2
The spread of COVID-19 revealed that transmission risk patterns are not homogenous across different cities and communities, and various heterogeneous features can influence the spr…