Data Analytics
Statistical modeling, machine learning, and optimization

We develop data analytics, modeling, visualization, and intelligent systems to monitor, optimize, and control manufacturing processes and networks in the era of Industrial Internet.
Explore Our Research →Statistical modeling, machine learning, and optimization
Process monitoring, quality control, and predictive maintenance
Fog/edge computing and cyber-physical systems
Cognitive visualization and adaptive interfaces
Cyber-physical additive manufacturing and digital twins

Modeling, monitoring and control across manufacturing design, processes, and networks.
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Computation services, data integration, and real-time decision making at the edge.
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Data-driven control and digital twins for additive manufacturing systems and networks.
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Human-machine collaboration and adaptive visualization for complex decision support.
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“Encrypted Fringe Projection Profilometry” is listed as accepted in Optics Letters.
Read more →“Hierarchical Bayesian Dataset Selection for High-Quality Data Sharing” is listed as accepted as a presentation paper at AAAI 2026.
Read more →The project “AI Guided Domain Adaptation and Generalization for Industrial Robots” is listed with a 2025–2026 project period.
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