Research
AI for smart manufacturing, grounded in foundational science.
Smart manufacturing for AI, driven by engineering practice.
Human-Centered Manufacturing
Develop advanced AI models to augment human capabilities in workspaces.
Operator Behavior Prediction
Anticipate operator actions, intentions, and trajectories to enable proactive prediction.
Human-Robot Collaboration Modeling
Model interaction data between humans and robots for safe and seamless collaboration.
Adaptive Robotic Systems
Enable robots to perceive, plan, and act in real task environments.
Robotic Sensing and Perception
Develop perception algorithms that enable robots to interpret unstructured environments.
Robot Language Understanding
Translate natural-language instructions into precise robotic actions for manufacturing tasks.
Intelligent Manufacturing Operations
Design data-driven solutions to support operational decision-making.
Predictive Repair & Maintenance
Forecast equipment condition and adapt repair schedules online to sustain continuous production.