Research

Research

Our work focuses on risk propagation, impact assessment, recovery pathways, and decision intelligence in complex systems.

Risk propagation

Systemic Risk & Cascading Failures

We study how local disruptions spread through economies, infrastructure, supply chains, and social systems, and identify the nodes that amplify systemic risk.

systemic riskcascading failurenetwork science
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Impact and recovery

Disaster Impact & Recovery Modeling

We assess the direct and indirect effects of disasters and compound shocks on industries, cities, and regional economies, and simulate recovery pathways.

ARIOdisaster impactrecovery modeling
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Urban resilience

Climate Risk & Urban Resilience

We study exposure, vulnerability, adaptation capacity, and long-term resilience investments under flood, heat, storm surge, and other climate risks.

climate riskurban resilienceadaptation
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Critical systems

Infrastructure & Supply-Chain Risk

We map dependencies among transport, energy, water, communications, and supply-chain systems to analyze disruptions, bottlenecks, and substitution pathways.

infrastructuresupply chainresilience
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AI risk intelligence

AI for Risk Assessment

We explore machine learning, knowledge graphs, and language models for risk identification, evidence extraction, scenario generation, and decision support.

AIknowledge graphdecision intelligence
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Data infrastructure

Data Infrastructure for Risk Science

We build maintainable, citable, and traceable data products to support risk research, model development, and policy assessment.

data infrastructuremetadataopen science
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