Faculty Directory

Emphasis Areas: Computational Mathematics Science and Engineering, Computer Science, Data Science
Research Areas: Artificial Intelligence, Machine Learning

Currently advising Computing PhD students

Emphasis Areas: Data Science and CMSE
Research Areas: Physical Chemistry, Computational Chemistry, Multiscale Models and Software, Solvent Effects in Chemistry/Bio/Materials, Materials for Electrochemistry and Catalysis

Currently advising Computing PhD students

Emphasis Area: Cyber Security
Research Areas:  Cryptography, Cryptanalysis and Side-Channel Analysis, Privacy-Preserving Computing and Game Theory

Currently advising Computing PhD students

Emphasis Area: Data Science
Research Areas: Environmental Sustainability, Drought Adaptation, Remote Sensing, Spatial Analysis

Currently advising Computing PhD students

Emphasis Area: Computational Mathematics Science and Engineering
Research Areas: Applied Numerical Analysis and Computational Mathematics

Currently advising Computing PhD students

Emphasis Areas: Computational Mathematics Science and Engineering, Computer Science, Data Science
Research Areas: Artificial Intelligence, Machine Learning

Emphasis Area: Data Science
Research Areas: Forest Landscape Restoration, Spatial Ecology, Seed Dispersal, Landscape Ecology, Remote Sensing, Statistical Methods in Ecology, Tropical Forests, Human Ecology, Transdisciplinary Research

Currently advising Computing PhD students

Emphasis Area: Data Science
Research Areas: Forest Landscape Restoration, Spatial Ecology, Seed Dispersal, Landscape Ecology, Remote Sensing, Statistical Methods in Ecology, Tropical Forests, Human Ecology, Transdisciplinary Research

Emphasis Area: Data Science
Research Area: Microeconomics

Emphasis Areas: Computer Science, Data Science
Research Areas: Scientific Data Visualization, Immersive Environments, Serious Games, High Performance Computing

Currently advising Computing PhD students

Emphasis Areas: Computational Mathematics Science and Engineering
Research Areas: Mechanistic Data Science; Computational Mathematics; Computational Materials Science and Engineering; Structural Engineering; Manufacturing and Machinery; Thermal Science

Currently advising or accepting new Computing Ph.D. students

Emphasis Areas: Computer Science, Cybersecurity
Research Areas: Cyber Security, Applied Cryptography, Data Mining, Cloud Computing

Currently advising Computing Ph.D. students

Emphasis Areas: Computer Science, Cybersecurity
Research Areas: Software Engineering including Empirical Software Engineering, Research Software Engineering, Software Quality Assurance such as Software Testing, Peer Code Review, Software Metrics and Software Engineering Education

Currently advising Computing PhD students

Emphasis Areas: Computer Science, Data Science
Research Areas: Human-Computer Interaction (HCI); Child-Computer Interaction; Participatory Design with Children; Online Search for Children; Privacy & Security For Children; XR for Children; Finding, Analyzing and Making Sense Of Data/Information (for Children); Informal Science Experiences For Children, Fitness Technologies For Children

Emphasis Area: Computational Mathematics Science and Engineering
Research Area: Electromagnetic Stimulation of Geomechanisms, EM Waves and Soil Properties, Energy Piles in Clayey Soils, Sensor Fusion for Rapid Soil Characterization, Contaminant Detection using Radar, Contaminant Transport Modeling, Liquefaction Mitigation

Currently advising Computing PhD students

Emphasis Area: Computational Mathematics Science and Engineering
Research Area: Computational Biomechanics

Currently advising Computing PhD Students

Emphasis Areas: Computational Mathematics Science and Engineering, Data Science
Research Areas: Regional Climate and Hydrologic Change, Critical Zone Ecohydrology, Remote Sensing of Terrestrial Ecohydrology, Application of Modeling, Simulation, and Artificial Intelligence/Machine Learning

Currently advising Computing PhD students

Emphasis Area: Data Science
Research Areas: Applied Economics, Urbanization and Sustainability

Emphasis Area: Data Science
Research Areas: Terrestrial Remote Sensing and Image Processing, Remote Environment Sensing, Dryland Ecology

Emphasis Area: Data Science
Research Areas: Semi-Parametric Estimation, Longitudinal Data Analysis, Functional Data Analysis, Measurement Error Model

Currently advising Computing PhD students

Emphasis Areas: Data Science
Research Areas: Cancer, Forensics, HIV, Vaccine Development, Nullomers (Absent Sequences), Wrongful Convictions

Emphasis Area: Data Science
Research Areas: AI-Assisted Biomedical System Design, AI/Machine-learning based Hardware Architecture Design, Real-Time Embedded System Design, Design and Engineering for Humanity

Currently advising Computing PhD students

Emphasis Areas: Computational Mathematics Science and Engineering, Data Science
Research Areas: RNA Evolution, Molecules for Use in Biomedical and Biotechnical Fields

Emphasis Areas: Computational Mathematics Science and Engineering, Data Science
Research Area: Human-Environment Systems Modeling and Data Visualization

Currently advising Computing PhD students

Emphasis Area(s): Data Science
Research Area(s): Astronomy, Exoplanet Time-series Analysis, Astrophysical Modeling

Emphasis Area(s): Computer Science, Cybersecurity
Research Area(s): Election Cybersecurity, Parallel Algorithms and High Performance Computing, Large Scale Data Analysis, Distributed Systems

Currently advising Computing PhD students

Emphasis Area(s): Computational Math Science and Engineering, Data Science
Research Area(s): Election Cybersecurity, Parallel Algorithms and High Performance Computing, Large Scale Data Analysis, Distributed Systems

Emphasis Area: Data Science
Research Area: Acoustic Methods For Volcanology

Emphasis Area: Cybersecurity
Research Areas: Topology, Quantum Computing, Quantum Communication, Elementary Number Theory

Emphasis Areas: Computer Science, Data Science
Research Areas: Natural Language Processing, Dialogue Systems, Human Robot Interaction

Currently advising Computing PhD students

Emphasis Area: Computational Mathematics Science and Engineering
Research Areas: Intelligent Transportation Systems, Advanced Traffic Management, Connected and Automated Vehicle Systems Advanced Travel Forecasting Methods

Emphasis Area: Data Science
Research Areas: Long Memory Processes, Wavelet-Based Modeling, Bayesian Statistics

Emphasis Area: Computational Mathematics Science and Engineering
Research Areas: Computational Mathematics, Ocean and Atmospheric Modeling, High-Performance Computing, Numerical Methods

Currently advising Computing PhD students

Emphasis Area: Computational Mathematics Science and Engineering
Research Area: Theoretical and Computational Materials Science

Emphasis Area: Computational Mathematics Science and Engineering
Research Areas: Scientific Computing, Hydrodynamics, Machine Learning

Currently advising Computing PhD students

Emphasis Areas: Computational Mathematics Science and Engineering, Cybersecurity
Research Areas: Computational Multiscale/Multiphysics Modeling, Infrastructure and Renewable Energy Materials, Sustainable and Durable Cementitious Materials, Infrastructure Materials, Renewable Energy Materials, Critical Infrastructure Systems Resilience

Currently advising Computing PhD students

Emphasis Areas: Computational Mathematics Science and Engineering, Data Science
Research Areas: Computational Materials Science, Microstructural Mediated Materials Design, Energy Materials, Functional Materials

Emphasis Areas: Computational Mathematics Science and Engineering, Data Science
Research Areas: Microwave Radar, Remote Sensing of Snow and Ice, Glaciology, Snow Stability Modeling, Avalanche Detection, Spatial Variability of Snow, Calibration/Validation of Remote Sensing of Snow, High-Resolution Snow Measurement Techniques

Currently advising Computing Ph.D. students

Emphasis Area: Computational Mathematics Science and Engineering
Research Areas: Natural Products, Food and Dairy Chemistry

Emphasis Areas: Computational Mathematics Science and Engineering, Data Science
Research Areas: Inverse Problems, Data Assimilation, Computational Algorithms, Geoscience

Currently advising Computing PhD students

Emphasis Areas: Computational Mathematics Science and Engineering, Computer Science, Cybersecurity, Data Science
Research Areas: Cybersecurity, Data Privacy, Cyber-Physical Systems, Security,  Privacy

Currently advising Computing PhD students

Emphasis Areas: Computational Math Science and Engineering, Data Science
Research Areas: Geometric Deep Learning, Graph Neural Networks, Wavelet-based Methods, Applied Harmonic Analysis

Currently advising Computing PhD students

Emphasis Areas: Cybersecurity
Research Areas: Programmable Chips, Embedded & Microprocessor-Based System Design, Hardware Architectures

Emphasis Area: Data Science
Research Areas: Applied Statistics, Machine Learning, Causal Inference, Impact Evaluation of Public Policies, Firm Performance, Finance, Labor Markets

Emphasis Areas: Computational Mathematics Science and Engineering, Data Science
Research Areas: Geospatial Data Analysis, Machine Learning, Wildfire-Climate-Humans Nexus

Currently advising Computing PhD students

Emphasis Area: Computational Mathematics Science and Engineering, Data Science
Research Areas: Geometric Mechanics and Control Theory of Mechanical Systems, Multi-Agent Robotic Systems and Cooperative Manipulation, Control of Robots in Contact with the Environment and/or Humans

Currently advising Computing PhD students

Emphasis Area: Cybersecurity
Research Areas: Set Theory, Game Theory, Cryptology, Elementary Algebra, Combinatorics and Number Theory, and Algorithmic Phenomena in Nature

Emphasis Areas: Computer Science, Cybersecurity, Data Science
Research Areas: Artificial Intelligence, Machine Learning, Data Science, AI/ML application Cyber and National Security

Currently advising Computing PhD students

Emphasis Areas: Computational Mathematics Science and Engineering, Computer Science
Research Area: Software Engineering

Currently advising Computing PhD students

Emphasis Areas: Computer Science, Data Science, Cybersecurity
Research Areas: Social Network Analysis and Mining, Data Science

Currently advising Computing PhD students

Emphasis Area: CMSE
Research Areas: Structural Biochemistry, Protein Chemistry, Drug Discovery, Spectroscopy

Emphasis Area: Computational Mathematics Science and Engineering
Research Areas: Immunology and Inflammatory Disease, Nanomaterials and Biological Response, New Drug Development

Emphasis Areas: Computational Mathematics Science and Engineering, Data Science
Research Areas: Computational Math, Scientific Computing, Numerical Methods for PDEs, Approximation Theory, Mathematics of Data Science, Computational Geosciences, Mathematical Biology

Currently advising Computing PhD students

Emphasis Area: Data Science
Research Areas: Cosmology and Extragalactic Astrophysics, Gravitational Lensing, Galaxy Clusters

Currently advising Computing PhD students

Emphasis Areas: Computer Science, Cybersecurity
Research Area: Computer Security

Currently advising Computing PhD students

Emphasis Area: Computer Science, Data Science
Research Areas: Graph Machine Learning, Quantum Machine Learning

Currently advising Computing PhD students

Emphasis Area: Computational Mathematics Science and Engineering
Research Area: Computational and Applied Mathematics