Shangjia Dong

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Bayesian Modeling

Sensor Placement

Situational Awareness

Quantitative Measures

Top Venues

Comput. Environ. Urban Syst.

Reliab. Eng. Syst. Saf.

Comput. Aided Civ. Infrastructure Eng.

Publications

Xiao Qian, Utkarsh Gangwal, Shangjia Dong, Rachel Davidson
A Deep Generative Framework for Joint Households and Individuals Population Synthesis. CoRR (2024)
Jianqing Liu, Shangjia Dong, Thomas Morris, Yuguang Fang
Social Equality-Aware Resource Allocation for Post-Disaster Communication Restoration. ICCCN (2023)
Shangjia Dong, Xinyu Gao, Ali Mostafavi, Jianxi Gao, Utkarsh Gangwal
Characterizing resilience of flood-disrupted dynamic transportation network through the lens of link reliability and stability. Reliab. Eng. Syst. Saf. 232 (2023)
Shangjia Dong, Amir Esmalian, Hamed Farahmand, Ali Mostafavi
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. 93 (2022)
Utkarsh Gangwal, Shangjia Dong
Critical facility accessibility rapid failure early-warning detection and redundancy mapping in urban flooding. Reliab. Eng. Syst. Saf. 224 (2022)
Hamed Farahmand, Xueming Liu, Shangjia Dong, Ali Mostafavi, Jianxi Gao
A Network Observability Framework for Sensor Placement in Flood Control Networks to Improve Flood Situational Awareness and Risk Management. Reliab. Eng. Syst. Saf. 221 (2022)
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
Quantitative Measures for Integrating Resilience into Transportation Planning Practice: Study in Texas. CoRR (2022)
Shangjia Dong, Tianbo Yu, Hamed Farahmand, Ali Mostafavi
A hybrid deep learning model for predictive flood warning and situation awareness using channel network sensors data. Comput. Aided Civ. Infrastructure Eng. 36 (4) (2021)
Jianqing Liu, Shangjia Dong, Thomas Morris
Empirical Optimization on Post-Disaster Communication Restoration for Social Equality. CoRR (2021)
Zhenning Li, Hao Yu, Guohui Zhang, Shangjia Dong, Cheng-Zhong Xu
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning. CoRR (2021)
Hamed Farahmand, Shangjia Dong, Ali Mostafavi
Network analysis and characterization of vulnerability in flood control infrastructure for system-level risk reduction. Comput. Environ. Urban Syst. 89 (2021)
Shangjia Dong, Amir Esmalian, Hamed Farahmand, Ali Mostafavi
An integrated physical-social analysis of disrupted access to critical facilities and community service-loss tolerance in urban flooding. Comput. Environ. Urban Syst. 80 (2020)
Shangjia Dong, Tianbo Yu, Hamed Farahmand, Ali Mostafavi
A Hybrid Deep Learning Model for Predictive Flood Warning and Situation Awareness using Channel Network Sensors Data. CoRR (2020)
Shangjia Dong, Tianbo Yu, Hamed Farahmand, Ali Mostafavi
Bayesian modeling of flood control networks for failure cascade characterization and vulnerability assessment. Comput. Aided Civ. Infrastructure Eng. 35 (7) (2020)
Shangjia Dong, Alireza Mostafizi, Haizhong Wang, Jia Li
A stochastic analysis of highway capacity: Empirical evidence and implications. J. Intell. Transp. Syst. 22 (4) (2018)