Faculty and Staff Directory

Research Interests

• Algebraic Structures Underlying Optimization Problems and Applications of Emerging Statistical Tools to Signal Processing and Source Separation Problems
• Multi-Agent Autonomy

Area of Expertise:

• Statistical Computing & Graphics
• Spatial Statistics
• Bayesian Statistics
• Statistical Consulting

Areas of Expertise

• Modular representation theory of finite and algebraic groups.
• Algebraic combinatorics

Research Interests

• Graph Learning and Graph Signal Processing
• Geospatial Applications of Artificial Intelligence and Machine Learning
• Multi-Modal Data Fusion
• Edge Computing

Areas of Expertise

• Combinatorics, partition theory, q-series, generating function identities

Research Interests

• Covariance matrix estimation and graphical modeling
• Kernel regression in machine learning
• High-dimensional data analysis
• Statistical inference with measurement error in covariates

Areas of Expertise

• Turbulence Modeling, Computational Fluid dynamics
• High-accuracy numerical methods for PDEs
• Uncertainty Quantification, high-dimensional integration

Research Interests

• Reinforcement Machine Learning
• Knowledge Graph Reasoning
• Optimal Control

Areas of Expertise

• Scientific computing
• Numerical PDEs
• Parallel Computing
• Randomized Numerical Linear Algebra
• Dimension Reduction

Specialties

• Numerical Analysis and Scientific Computing
• Numerical PDEs
• Radial Basis Functions Method
• Fractional Differential Equations

Research Interests

• Unit Root Testing
• Spatio-temporal models
• p-value combination
• Heavy-tailed distributions

Areas of Expertise

• Algorithms that can be parallelized on GPUs
• Applications of differential equations to science and engineering

Area of Expertise

• Numerical Methods for PDEs
• Inverse Problems
• Scientific Computing
• EM methods in Geophysics

Areas of Expertise

• Discrete Mathematics
• Coding Theory
• Combinatorics
• Finite Geometry

    Research Interests

• Bioinformatics tool and software development
• Identification of genes regulating complex traits via systems biology approaches
• Algorithms for gene network construction;
• Genomics of wood formation
• Functional genomics.

• Genome Assembly and annotation

   

   

Areas of Expertise

• Numerical PDE, Scientific computing
• Computational modeling of Nafion material
• Mathematical image processing, inverse problems, nonlinear optics

Specialties

• Superconvergence of discontinuous Galerkin methods
• Numerical cosmology
• Single and multi-phase flows in (fractured) porous media
• Discrete fracture model
• Numerical methods for partial differential equations with blow-up solutions
• Numerical simulations for gaseous detonation

Areas of Expertise

• Algebraic and Enumerative Combinatorics
• Commutative Algebra
• Partition Theory

Areas of Expertise

• Statistical Genetics and Genomics
• Bioinformatics
• Biostatistics
• Applied Statistics

Areas of Expertise

• Image Processing and Computer Vision
• Machine Learning
• Medical Image Analysis
• Health Informatics
• Text Mining