Her current research focuses on integrating causal analysis and generative modeling to build an intelligent framework for multi-hazard resilience assessment and design-oriented decision support.Ongoing research areas include:
- Causal discovery and counterfactual urban scenario generation
-Image-based analysis of urban morphology and multi-hazard risk
-Development of a climate risk assessment platform for design-oriented applications
Hehan has a solid foundation in urban climate, spatial analysis, programming, and both architectural and urban design, which enables her to tackle complex environmental challenges with innovative and reliable solutions.