Artificial Intelligence, Machine Learning, and Data Science

Expertise: Finite element analysis, Solid mechanics, Mechanics of materials, Mechanical properties, Stress analysis, Mechanical behavior of materials, Mechanical testing, Failure analysis, Materials, Materials testing

Expertise: Computational biology, Gene regulation

Expertise: Signal processing and communications, Wireless communications and networking, Cyber-physical system and security, Artificial intelligence / machine learning applications

Academic Specialization: Artificial Intelligence, Games Research, and Data Science

Expertise: Large-scale video surveillance, Event-based video representations, Application-driven video compression, Scalable deep learning, Computer vision, Neuromorphic systems

Expertise: Composite material Non-Destructive Testing and Evaluation (NDT/NDE), Robotics, Nonlinear Dynamics and Control

Expertise: Machine learning, Unsupervised learning, Efficient learning, Eye disease symptom detection

Expertise: Data science, Fintech, AI, Bioinformatics and Health informatics, Cybersecurity, Quantum computing

Expertise: Constitutive modeling of contemporary composite processes, Rigid and flexible suspension dynamics, mechanics based modeling of contemporary composite products, conductivity analysis of carbon nanotube networks for high current applications, Non-destructive evaluation of composites using ultrasonic techniques, Large-scale simulations of oil well casings

Expertise: Robotics, Embedded Systems, Signal Processing, Neuromorphic Engineering

Expertise: Information Theory, Computational Intelligence, Radar and sonar waveform analysis and synthesis, AI

Expertise: Machine learning, Data science, Uncertainty quantification, Optimization, Causal learning

Expertise: Software programming

Expertise: Aerospace engineering, multi-agent autonomy, electrified aviation, airborne robotic systems dynamics and control, and advanced air mobility

Expertise: Digital signal processing and Statistical communications theory

Expertise: Fairness-aware machine learning, Uncertainty quantification, Domain generalization, Graph learning, Causal learning and Structural causal mechanisms