Human-AI Decision Intelligence
Improving decision-making by integrating human intuition and AI reasoning under uncertainty
Our Research
Knowledge Representation and Reasoning
Structuring complex systems and procedures using ontologies and knowledge graphs
Immersive Learning and Communication
Enhancing skill transfer and collaboration through interactive, multimodal environments
Data-Driven Safety and Diagnostics
Leveraging sensor data and predictive models to improve reliability and prevent failures
Ongoing Research
Human–AI Bridge Inspection
Improving inspection accuracy through virtual environments and expert behavior analysis.
Subway Flood Resilience
Connecting infrastructure knowledge and data to support flood response in subway systems.
Learning from Expert Operators
Using reinforcement learning to capture and share expertise in manufacturing.
Heavy-Duty Vehicle Safety
Supporting safer vehicles through sensors, inspection, and human–AI decision-making.
Human Decision-Making in Nuclear Operations
Using knowledge graphs to understand the gap between procedures and operator decisions.
Designer–Engineer Communication
Identifying communication barriers and supporting collaboration in building design.