ScopeLab
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About
ScopeLab Research Group at Vanderbilt University conducts research across cyber-physical systems (CPS), primarily focusing on transportation and smart grids. They address fundamental challenges in decision-making, including scalability, non-stationarity, and neuro-symbolic computing, to develop intelligent, adaptive, and secure CPS. Their work in transportation includes public transit optimization, multi-modal transit system design, and emergency response. In smart grids, they focus on anomaly detection, fault isolation, electric vehicle integration, and transactive energy systems. ScopeLab integrates computational intelligence with real-world applications to create resilient, efficient, and secure systems for smart and connected environments. They explore AI for CPS, resilient design, and decentralized operations. Their projects are funded by various organizations including NSF, NASA, DOE, and ARPA-E.
Platform
Features
• privacy-preserving algorithms for multimodal datasets and secure middleware
• modular online decision-making pipelines combining online planning and offline policy learning
• decentralized operations for large-scale cps (e.g., transactive energy)
• smart grid anomaly detection, fault isolation, and ev integration
• emergency response and incident detection systems
• public transit optimization and multi-modal transit system design
• intelligent, adaptive, and secure cps development leveraging ai
• design, operation, and optimization of smart cyber-physical systems (cps)
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