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Research Contents

We are working on informatic sensing that captures otherwise imperceptible human and machine dynamics as data. By quantifying hard-to-see, track, and understand phenomena, we advance state estimation and understanding. Leveraging high-speed vision and robotic sensing, we capture real-world dynamics in space and time, use AI and physics-based models to reveal underlying mechanisms, and build 4D (3D + time) digital twins. These technologies enable enhanced understanding of human and biological systems and advanced condition assessment and anomaly detection in industrial environments.