Research Foci
Specific Areas
Requirements modeling, architecture and formalization of large-scale cyberphysical systems
Formal verification & validation methods
Formal methods
Model verification
System modeling language and applications
Physics and data driven modeling, abstraction and reduction for system simulation and verification
Cyberphysical system model and analysis
Physics-informed machine learning
Model reduction and abstraction
Surrogate modeling and meta-modeling
Advanced (robust and resilient) system control, optimization and supervision of uncertain cyberphysical and embedded systems
Supervisory control and optimization
Big Data and sparsity in control
Data assimilation for control and optimization
Large-scale real-time optimization
Data- and model-based system diagnostics and prognostics of systems under uncertainty, including systems generating big data
Fault detection under system uncertainty
Anomaly prognosis
Information stewardship
Uncertainty propagation and quantification
Information fusion
Cyber-security as applied to cyberphysical systems, embedded systems and systems engineering
Design for cyber secure systems
Cloud hosted control and data analytics
Security of IoT architectures, sensors & solutions
Secure, wireless networking of embedded systems
Data mining and sensor fusion for cyber secure networked systems