campus Menu
Design Automation of Intelligent Systems Lab
Design Automation of Intelligent Systems Lab
At the IDEAS Lab, our research interests include design automation for intelligent cyber-physical systems (CPS) and Internet-of-Things (IoT) applications, safe, robust and data-efficient machine learning for CPS/IoT, cyber-physical security, and energy-efficient CPS. Our recent projects have been focusing on the cross-layer design, verification, and adaptation of learning-enabled cyber-physical systems (LECPS), particularly addressing the safety, robustness, security, and data challenges in utilizing deep neural networks for CPS and in operating CPS within dynamic and uncertain environment. We work on applications in the domains of connected and autonomous vehicles, smart buildings and infrastructures, robotics, IoT, etc.
group


NEWS