Shangjia Dong

20 papers B 1Journal 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
A deep generative framework for joint households and individuals population synthesis.
Appl. Soft Comput.
Xiao Qian, Utkarsh Gangwal, Shangjia Dong, Rachel A. Davidson
2025 J jnl
Characterizing and predicting household adaptations to electric power outages.
Urban Inform.
Rithika Dulam, Utkarsh Gangwal, Rachel A. Davidson, Shangjia Dong, Bradley Ewing, James Kendra, Adam Andresen
2025 J jnl
Deep Contrastive Learning for Feature Alignment: Insights from Housing-Household Relationship Inference.
CoRR
Xiao Qian, Shangjia Dong, Rachel A. Davidson
2025 J jnl
Deep contrastive learning for feature alignment: Insights from housing-household relationship inference.
Comput. Environ. Urban Syst.
Xiao Qian, Shangjia Dong, Rachel A. Davidson
2025 J jnl
Living with and without water: modeling human-infrastructure interactions in disaster preparedness.
Urban Inform.
Utkarsh Gangwal, Shangjia Dong, Fengyan Shi
2024 J jnl
A Deep Generative Framework for Joint Households and Individuals Population Synthesis.
CoRR
Xiao Qian, Utkarsh Gangwal, Shangjia Dong, Rachel A. Davidson
2023 J jnl
Characterizing resilience of flood-disrupted dynamic transportation network through the lens of link reliability and stability.
Reliab. Eng. Syst. Saf.
Shangjia Dong, Xinyu Gao, Ali Mostafavi, Jianxi Gao, Utkarsh Gangwal
2023 B conf
Social Equality-Aware Resource Allocation for Post-Disaster Communication Restoration.
ICCCN
Jianqing Liu, Shangjia Dong, Thomas Morris, Yuguang Fang
2022 J jnl
A Network Observability Framework for Sensor Placement in Flood Control Networks to Improve Flood Situational Awareness and Risk Management.
Reliab. Eng. Syst. Saf.
Hamed Farahmand, Xueming Liu, Shangjia Dong, Ali Mostafavi, Jianxi Gao
2022 J jnl
Corrigendum to "An integrated physical-social analysis of disrupted access to critical facilities and community service-loss tolerance in urban flooding" [Computers, Environment and Urban Systems 80 (2019), 101443].
Comput. Environ. Urban Syst.
Shangjia Dong, Amir Esmalian, Hamed Farahmand, Ali Mostafavi
2022 J jnl
Critical facility accessibility rapid failure early-warning detection and redundancy mapping in urban flooding.
Reliab. Eng. Syst. Saf.
Utkarsh Gangwal, Shangjia Dong
2022 J jnl
Quantitative Measures for Integrating Resilience into Transportation Planning Practice: Study in Texas.
CoRR
Cheng-Chun Lee, Akhil Rajput, Chia-Wei Hsu, Chao Fan, Faxi Yuan, Shangjia Dong, Amir Esmalian, Hamed Farahmand, Flavia Ioana Patrascu, Chia-Fu Liu, Bo Li, Junwei Ma, Ali Mostafavi
2021 J jnl
A hybrid deep learning model for predictive flood warning and situation awareness using channel network sensors data.
Comput. Aided Civ. Infrastructure Eng.
Shangjia Dong, Tianbo Yu, Hamed Farahmand, Ali Mostafavi
2021 J jnl
Empirical Optimization on Post-Disaster Communication Restoration for Social Equality.
CoRR
Jianqing Liu, Shangjia Dong, Thomas Morris
2021 J jnl
Network analysis and characterization of vulnerability in flood control infrastructure for system-level risk reduction.
Comput. Environ. Urban Syst.
Hamed Farahmand, Shangjia Dong, Ali Mostafavi
2021 J jnl
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning.
CoRR
Zhenning Li, Hao Yu, Guohui Zhang, Shangjia Dong, Cheng-Zhong Xu
2020 J jnl
A Hybrid Deep Learning Model for Predictive Flood Warning and Situation Awareness using Channel Network Sensors Data.
CoRR
Shangjia Dong, Tianbo Yu, Hamed Farahmand, Ali Mostafavi
2020 J jnl
An integrated physical-social analysis of disrupted access to critical facilities and community service-loss tolerance in urban flooding.
Comput. Environ. Urban Syst.
Shangjia Dong, Amir Esmalian, Hamed Farahmand, Ali Mostafavi
2020 J jnl
Bayesian modeling of flood control networks for failure cascade characterization and vulnerability assessment.
Comput. Aided Civ. Infrastructure Eng.
Shangjia Dong, Tianbo Yu, Hamed Farahmand, Ali Mostafavi
2018 J jnl
A stochastic analysis of highway capacity: Empirical evidence and implications.
J. Intell. Transp. Syst.
Shangjia Dong, Alireza Mostafizi, Haizhong Wang, Jia Li