Research Topics: Computer vision; machine learning; multimodal data analytics; pattern recognition; large-scale visual search and mining; big data analytics
Research Topics: Emerging network technologies and security, machine learning for security and privacy, security and privacy in IoT and CPS, security and privacy in social networks, usable privacy and security
Research Topics: Emerging biometrics; human-computer interaction and cognitive science; cyber-physical security; neuromorphic computing; mobile and wearable computing; low-power sensing
Research Topics: Databases; programming languages; user interfaces for data science; scalable compilers; managing uncertainty in data; data structures; healthy and equitable food systems
Department of Mechanical and Aerospace Engineering
School of Engineering and Applied Sciences
Research Topics: Scalable linear and nonlinear solvers for multiphysics problems; bioelectrostatics and molecular modeling for ion channels; geophysical modeling in crustal deformation, mantle convection, and magma dynamics; scientific library development and automated scientific computing; libraries and code generation for high performance computing; efficient solvers and preconditioners for GPUs and accelerators; finite element and boundary element discretizations for nonlinear problems; classical density functional theory, theory and numerics
Research Topics: Future generation communication systems; optical networks; survivable/resilient protocols; wireless and mobile networks (including sensor networks)
Research Topics: Algorithms; computational geometry; machine learning; differential privacy; geometric computing in deep learning and biomedical applications