01 · Connected systemsAdvanced Manufacturing & Industrial Internet
Data analytics for manufacturing design, processes, and networks, including cybermanufacturing and Industrial Internet systems.
Research
Industrial data science and artificial intelligence
Methods and systems for advanced manufacturing, Industrial Internet, automation, visualization, and decision support.
01 · Connected systems
02 · Industrial analyticsManufacturing Modeling, Monitoring & Control
Statistical and machine-learning methods for process modeling, quality prediction, monitoring, control, data fusion, and functional/spatio-temporal data.
03 · Trustworthy AIAI, Data Quality & Resilient Manufacturing
Data quality, resilient AI, high-quality data sharing and trading, privacy-preserving learning, and robust industrial AI systems.
04 · AutomationIndustrial Robotics & Autonomous Systems
AI-guided domain adaptation, robotic anomaly detection, automation, and machine-learning pipelines for industrial systems.
05 · Human-centered systemsHuman–Machine Collaboration & Visualization
Human-machine collaboration, cognitive and adaptive visualization, visualization recommender systems, and human-guided AI.
06 · Decision analyticsBiomedical & Decision Analytics
Data-driven modeling and decision support in organ transplantation, engineered tissues, and related biomedical systems.