Shangjia Dong
Biographic Data
| ID | 4602409 |
|---|---|
| NAME | Shangjia Dong |
| GIVEN NAMES | Shangjia |
| FAMILY NAME | Dong |
| SIGNATURE | DONG S |
| AFFILIATIONS | University of Delaware |
| ORCID | 0000-0003-4280-0500 |
| VERIFIED | Yes |
| TOTAL WORKS | 12 |
| TOTAL CITATIONS | 1 |
| AUTHOR COUNT | 12 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2020 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 1 |
A joint synthetic housing–household inventory
Lights out, decisions on: How households adapt to power outages across regions and events
Deep contrastive learning for feature alignment: Insights from housing-household relationship inference
Anatomy of perturbed traffic networks during urban flooding
Predictive multi-watershed flood monitoring using deep learning on integrated physical and social sensors data
This paper presents a deep learning model based on the integration of physical and social sensors data for predictive watershed flood monitoring. The data from flood sensors and 3-1-1 reports data are mapped and fused through a multivariate time series approach. This data format is able to increase the data availability (partially due to sparsely installed physical sensors and fewer reported flood incidents in less urbanized areas) and capture bo…
Network analysis and characterization of vulnerability in flood control infrastructure for system-level risk reduction
Susceptibility curves for humans: Empirical survival models for determining household-level disturbances from hazards-induced infrastructure service disruptions
Integrated infrastructure-plan analysis for resilience enhancement of post-hazards access to critical facilities
Institutional congruence for resilience management in interdependent infrastructure systems
Metanetwork Framework for Analysis of Actor-Plan-Task-Infrastructure Networks in Resilience Planning and Management
This paper proposes a metanetwork framework for modeling dependent Actor-Plan-Task-Infrastructure networks. The proposed framework is able to quantitatively evaluate the extent to which coordination among actors and integration among plans reflect infrastructure dependencies in resilience planning. Because resilience planning involves multiple actors and various plans, it is critical that actor coordination and plan integration are consistent wit…
An integrated physical-social analysis of disrupted access to critical facilities and community service-loss tolerance in urban flooding
Probabilistic modeling of cascading failure risk in interdependent channel and road networks in urban flooding
Institutional congruence for resilience management in interdependent infrastructure systems
Metanetwork Framework for Analysis of Actor-Plan-Task-Infrastructure Networks in Resilience Planning and Management
This paper proposes a metanetwork framework for modeling dependent Actor-Plan-Task-Infrastructure networks. The proposed framework is able to quantitatively evaluate the extent to which coordination among actors and integration among plans reflect infrastructure dependencies in resilience planning. Because resilience planning involves multiple actors and various plans, it is critical that actor coordination and plan integration are consistent wit…
An integrated physical-social analysis of disrupted access to critical facilities and community service-loss tolerance in urban flooding
Probabilistic modeling of cascading failure risk in interdependent channel and road networks in urban flooding
Network analysis and characterization of vulnerability in flood control infrastructure for system-level risk reduction
Susceptibility curves for humans: Empirical survival models for determining household-level disturbances from hazards-induced infrastructure service disruptions
Integrated infrastructure-plan analysis for resilience enhancement of post-hazards access to critical facilities
Predictive multi-watershed flood monitoring using deep learning on integrated physical and social sensors data
This paper presents a deep learning model based on the integration of physical and social sensors data for predictive watershed flood monitoring. The data from flood sensors and 3-1-1 reports data are mapped and fused through a multivariate time series approach. This data format is able to increase the data availability (partially due to sparsely installed physical sensors and fewer reported flood incidents in less urbanized areas) and capture bo…
Anatomy of perturbed traffic networks during urban flooding
Lights out, decisions on: How households adapt to power outages across regions and events
Deep contrastive learning for feature alignment: Insights from housing-household relationship inference
A joint synthetic housing–household inventory
Computer Science (10 works) · Geography (9 works) · Disaster Management and Resilience (7 works) · Flood Risk Assessment and Management (7 works) · Infrastructure Resilience and Vulnerability Analysis (7 works) · Business (5 works) · Computer security (5 works) · Environmental Science (5 works) · Flood myth (5 works) · Artificial Intelligence (3 works)