Faculty

• Professor, Applied Mathematics and Computational Sciences

mathematical modelling Partial Differential Equations nonlinear PDEs continuum physics

• Professor, Computer Science

communications communication networks

• Professor, Electrical and Computer Engineering

optics photonics

• Associate Dean for Faculty, Computer, Electrical and Mathematical Sciences and Engineering

mixed finite elements fluid dynamics eigenvalue approximation numerical PDEs Finite elements

• Professor, Applied Mathematics and Computational Sciences

numerical methods numerical analysis PDE nonlinear waves heterogenouse media dispersive waves optimization software development

• Assistant Professor, Computer Science

machine learning data mining privacy security

• Associate Professor, Computer Science

algorithmics machine learning numerical simulations scientific computing visual computing

• Associate Professor, Computer Science

Online learning optimization machine learning Statistical learning theory

• Research Professor, Applied Mathematics and Computational Sciences

numerical simulations High Performance Computing scientific computing geometric modeling Neural Network training algorithms large languaje models

• Program Chair, Statistics

Bayesian computational statistics bayesian methodology latent Gaussian models spatial statistics

• Professor, Statistics

Time Series Spectral Analysis Wavelets Longitudinal Models Mixed Effects Models Functional Magnetic Resonance Imaging Electroencephalograms

• Assistant Professor, Computer Science

compilation techniques software/hardware co-design Computer architecture

• Professor, Computer Science

artificial intelligence machine learning

• Professor, Electrical and Computer Engineering

sensors lab-on-a-chip antenna arrays nonlinear models

• Al-Khawarzmi Distinguished Professor, Statistics

mathematical modelling visualization computational predictions spatio-temporal data analysis applied statistics

• Professor, Computer Science

visualization visual computing

• Associate Professor, Statistics

Bayesian Statistics Deep learning Gaussian processes

• Professor, Applied Mathematics and Computational Sciences

machine learning data mining discrete optimization algorithmic complexity

• Al-Khawarzmi Distinguished Professor, Electrical and Computer Engineering

FD-MIMO communications cognitive radio systems modulation schemes optical wireless communication systems

• Professor, Applied Mathematics and Computational Sciences

uncertainty quantification bayesian inference computational fluids mechanics combustion High Performance Computing

• Assistant Professor, Statistics

Spatial and spatio-temporal statistics geospatial modeling Spatial epidemiology Bayesian disease mapping point processes Public health surveillance

• Al-Khawarzmi Distinguished Professor, Applied Mathematics and Computational Sciences

Applied Partial Differential Equations diffusive phenomena generalized Sobolev inequalities inverse problems quantum mechanical kinetic theory mean-field games

• Professor, Computer Science

Deep learning Computer Vision computer graphics machine learning remote sensing

• Professor, Applied Mathematics and Computational Sciences

numerical analysis Computational finance computational statistics stochastic differential equations uncertainty quantification bayesian inference data assimilation hierarchical and sparse approximation optimal control optimal experimental design stochastic optimization