CSE Program Faculty

Name

Home Department

Title

Research Interests

Christos Alexopoulos

School of Industrial and Systems Engineering

Professor

Discrete Event Simulation, Optimization, Transportation, Manufacturing/Supply Chains

Srinivas Aluru

School of Computational Science and Engineering

Professor

Computational Biology/Bioinformatics

Sigrun Andradottir

School of Industrial and Systems Engineering

Professor

Discrete Event Simulation, Optimization, Manufacturing/Supply Chains, Homeland Security/Defense

Baabak Ashuri School of Civil and Environmental Engineering Professor

Quantitative Methods for Construction Engineering and Management, Construction Analytics, Construction Economics - Econometric Modeling for Construction Cost Analysis and Forecasting, Innovative Project Delivery Systems and Alternative Contracting Methods, Project Finance - Real Options Analysis for Infrastructure Asset Valuation, Public-Private Partnership (P3), Economic Decision Analysis and Investment Evaluation Methods, Valuation of Green-Energy Investments and Sustainable Buildings, Risk Analysis

 

Nelson Baker

School of Civil and Environmental Engineering

Associate Professor and Vice Provost

Computational Structures/Materials

Greg Blekherman School of Mathematics Professor

Applied Algebraic Geometry, Convex Geometry, Optimization, Mathematical Biology

Mark Borodovsky

Biomedical Engineering, Biology

Regents' Professor and Director, Center for Bioinformatics and Computational Genomics

High Performance Computing, Data Analytics, Machine Learning, and Visualization, Computational Biology/Bioinformatics

Leonid Bunimovich School of Mathematics Regent's Professor

Dynamical Systems, Ergodic Theory, Statistical Mechanics, Space-Time Chaos, Intermittency and Coherent Structures in Extended Systems, Geophysical Hydrodynamics, Mathematical Biology, Quantum Chaos, Waves in Nonhomogeneous Media, Lattice Gases, Cellular Automata, Percolation, Limit Theorems for Chaotic Dynamical Systems, Neuroscience, Operations Research

Jesse McDaniel

School of Chemistry and Biochemistry

Assistant Professor

Energy and Sustainability, Materials Chemistry, Physical Chemistry, Theoretical Chemistry, Theory and Modeling

Ümit V. Çatalyürek

School of Computational Science and Engineering

Professor, Director CSE Graduate Programs

High Performance Computing, Combinatoral Scientific Computing, Biomedical Informatics

Polo Chau

School of Computational Science and Engineering

Associate Professor

Machine Learning, Human-Computer Interaction, Data Mining, Big Data Analytics

Elizabeth Cherry School of Computational Science and Engineering Associate Professor modeling and simulation, scientific computing, high-performance computing, numerical methods, and computational physiology

Jung Choi

School of Biology

Associate Professor

Bioinformatics, Plant Protein Kinases

Edmond Chow

School of Computational Science and Engineering

Associate Professor

High Performance Computing

Steve DeWeerth

Wallace H. Coulter Department of Biomedical Engineering

Professor

Numerical Simulation, Computational Biology/Bioinformatics

Luca Dieci

School of Mathematics

Professor

Numerical Computing

Karen Feigh

Aerospace Engineering

Associate Professor

Decision Support System Design, Computational Cognitive Modeling for Engineering Design

Eric Feron

School of Aerospace Engineering

Dutton/Ducoffe Professor Aerobatic control of unmanned aerial vehicles, multi-agent operations, including air traffic control systems, aerospace software system certification

J. David Frost

School of Civil and Environmental Engineering

Professor and Director of GT Savannah

Computational Structures/Materials, Environment

Richard Fujimoto

School of Computational Science & Engineering

Regents' Professor

High Performance Computing, Discrete Event Simulation, Parallel and Distributed Simulation, Numerical Computing, Transportation, Homeland Security/Defense

Eric Gaucher

School of Biology

Associate Professor

Computational Biology/Bioinformatics, Computational Chemistry

Aris Georgakakos

School of Civil and Environmental Engineering

Professor

Numerical Simulation, Environment, Manufacturing/Supply Chains

Jeff Geronimo

School of Mathematics

Professor

Numerical Computing

David Goldsman

School of Industrial and Systems Engineering

Professor

Discrete Event Simulation, Transportation, Manufacturing/Supply Chains

Guillermo Goldsztein

School of Mathematics

Associate Professor

Numerical Simulation, Numerical Computing, Computational Biology/Bioinformatics

Emily Grubert School of Civil and Environmental Engineering Assistant Professor

Multi-criteria decision making, Socioenvironmental assessment, Life Cycle Assessment, Energy-water nexus, Societal prioritization

Sathya Hanagud

School of Aerospace Engineering

Professor

Numerical Simulation, Numerical Computing, Computational Structures/Materials

Christine Heitsch

School of Mathematics

Associate Professor

Computational Biology/Bioinformatics

Felix Herrmann

 

School of Computational Science and Engineering Professor Theoretical and Applied Aspects of Exploration Seismology, Wave-equation Based Inversion, Compressive Sensing and Large-scale Optimization
Christian Houdre School of Mathematics Professor and Associate Chair for Research Probability Theory and Applications and in some aspects of Mathematical Finance, Bioinformatics and Statistics

Michael Hunter

School of Civil and Environmental Engineering

Assistant Professor

Discrete Event Simulation, Transportation

Tobin Isaac
School of Computational Science and Engineering
Assistant Professor Parallel Algorithms

King Jordan

School of Biology

Associate Professor

Computational Biology/Bioinformatics

Surya Kalidindi

George W. Woodruff School of Mechanical Engineering

Professor

Designing Material Internal Structure, Hybrid Processing Routes

Sung Ha Kang

School of Mathematics

Professor

Data Analytics, Machine Learning, and Visualization, Numerical Computing

Melissa Kemp

Wallace H. Coulter Department of Biomedical Engineering

Assistant Professor

Numerical Simulation, Computational Biology/Bioinformatics

Graeme Kennedy

School of Aerospace Engineering

Associate Professor Development and application of numerical optimization techniques to structural and multidisciplinary design problems, with a primary focus on the analysis and design of fixed-wing aircraft
Seong-Hee Kim School of Industrial and Systems Engineering Professor ranking and selection procedures for stochastic simulation, optimization via simulation, statistical output analysis, quality control, and applications of simulation methods to environmental management

Vladimir Koltchinskii

School of Mathematics

Professor

Data Analytics, Machine Learning, and Visualization

Joshua Kretchmer School of Chemistry and Biochemistry Assistant Professor Materials Chemistry, Physical Chemistry, Surface and Interfacial Chemistry, Theoretical Chemistry, Theory Modeling
Srijan Kumar School of Computational Science and Engineering Assistant Professor Machine Learning; Data Mining; Social Media Mining; Cybersecurity; Deep Learning
Rachel Kuske School of Mathematics Professor and Chair stochastic dynamics with application in optics, neuron signaling, disease cycling, and climate dynamics.

Jorge Laval

School of Civil and Environmental Engineering

Assistant Professor

Numerical Simulation, Discrete Event Simulation, Numerical Computing, Transportation

Robert Lee

Wallace H. Coulter Department of Biomedical Engineering

Associate Professor

High Performance Computing, Numerical Simulation, Parallel and Distributed Simulation, Computational Biology/Bioinformatics

Lew Lefton

School of Mathematics

IT Director

Parallel Methods for Scientific Computing

Anton Leykin School of Mathematics Professor Numerical Algebraic Geometry, Symbolic Computation, Parallel Algorithms
Wing Li School of Mathematics Professor

Operator theory, functional analysis, combinatorics

Wenjing Liao School of Mathematics Assistant Professor Imaging, signal processing, high dimensional data analysis, machine learning

Yingjie Liu

School of Mathematics

Associate Professor

High Performance Computing, Numerical Simulation, Numerical Computing, Computational Fluid Dynamics

Rafael De La Llave School of Mathematics Professor Dynamics: KAM theory, hyperbolic dynamics, rigidity, variational methods, perturbative expansions
Galyna Livshyts School of Mathematics Assistant Professor Geometric Analysis, Random matrix theory, Probability, Harmonic Analysis, Discrete and Combinatorial geometry
Doron Lubinsky School of Mathematics Professor

Orthogonal Polynomials, Random matrices, Reproducing Kernels, Quadrature Theory, Approximation Theory

Jian Luo

School of Civil and Environmental Engineering

Assistant Professor

Numerical Simulation, Environment

Cheng Mao School of Mathematics Assistant Professor mathematical statistics, machine learning theory, applied probability
Dimitri Mavris School of Aerospace Engineering Regents' Professor advanced design methods, aircraft conceptual and preliminary design, air-breathing propulsion design, multi-disciplinary analysis, design and optimization, system of systems, non-deterministic design theory

John McCuan

School of Mathematics

Associate Professor

Numerical Computing, Computational Fluid Dynamics

Suresh Menon

School of Aerospace Engineering

Professor

High Performance Computing, Numerical Simulation, Parallel and Distributed Simulation, Turbulent Combustion, Computational Fluid Dynamics

Cassie S. Mitchell

School of Biomedical Engineering

Assistant Professor Predictive medicine, health informatics, personalized medicine, big data, modeling, machine learning, text mining, cancer, neuropathology, neuroengineering

Rafi Muhanna

School of Civil and Environmental Engineering

Associate Professor

Numerical Computing, Computational Structures/Materials

James A. Mulholland School of Civil and Environmental Engineering Professor formation and control of air pollutants, in particular organic combustion byproducts, and air quality data analysis for use in epidemiologic studies

George Nemhauser

School of Industrial and Systems Engineering

A. Russell Chandler lll Chair and Institute Professor

Optimization, Transportation, Manufacturing/Supply Chains

Arkadi Nemirovski

School of Industrial and Systems Engineering

John Hunter Chair and Professor

Numerical Computing, Optimization

Joseph Oefelein

School of Aerospace Engineering

Professor Simulation and modeling of advanced propulsion, power, and related systems

Haesun Park

School of Computational Science and Engineering

Professor

Data Analytics, Machine Learning, and Visualization, Numerical Computing, Homeland Security/Defense

B. Aditya Prakash School of Computational Science and Engineering Associate Professor Data Science, Machine Learning, AI, Networks and Sequences, Health, Security, Urban Computing and the Web
Peng Qiu

School of Biomedical Engineering

Associate Professor

Bioinformatics and computational biology, machine learning, data integration, progression analysis, single-cell analysis, and flow cytometry

Philip Roberts

School of Civil and Environmental Engineering

Professor

Numerical Simulation, Environment

Stephen Ruffin

School of Aerospace Engineering

Professor and Associate Chair for Undergraduate Programs  high temperature gas dynamics, compressible flow aerodynamics, airframe propulsion integration

Armistead Russell

School of Civil and Environmental Engineering

Georgia Power Distinguished Professor

Numerical Simulation, Numerical Computing, Computational Chemistry, Environment

Massimo Ruzzene

School of Aerospace Engineering

Pratt & Whitney Professor structural dynamics, structural acoustics, and wave propagation, with a focus on high frequency vibrations and multi-scale modeling of complex structural components

Lakshmi Sankar

School of Aerospace Engineering

Regents' Professor

Numerical Simulation, Numerical Computing, Computational Fluid Dynamics

Martin Savelsbergh

School of Industrial and Systems Engineering

Schneider Professor

Optimization, Transportation, Manufacturing/Supply Chains

David Sherrill

School of Chemistry and Biochemistry

Professor

High Performance Computing, Computational Biology/Bioinformatics, Computational Chemistry

Martin Short School of Mathematics Associate Professor modeling of certain types of human activity that exhibit regular spatio- and/or temporal patterns

Jeffrey Skolnick

School of Biology

Professor

High Performance Computing, Computational Biology/Bioinformatics, Computational Chemistry

Le Song

School of Computational Science and Engineering

Assistant Professor

Application of Machine Learning to Interdisciplinary Problems

Marilyn Smith

School of Aerospace Engineering

Associate Professor

Numerical Simulation, Numerical Computing, Computational Fluid Dynamics, Computational Structures/Materials

Molei Tao School of Mathematics Assistant Professor applied and computational mathematics
John E. Tyalor School of Civil and Environmental Engineering Frederick Law Olmsted Professor dynamics where human and engineered networks meet

Evangelos Theodorou

School of Aerospace Engineering

Associate Professor control theory, machine learning, information theory, statistical physics

Craig Tovey

School of Industrial and Systems Engineering

Professor

Optimization

Yi-Change James Tsai

School of Civil and Environmental Engineering

Professor Spatial Optimization, Image and Signal Processing

Denis Tsygankov

Wallace H. Coulter Department of Biomedical Engineering

Assistant Professor

Mathematical Modeling, Computational Methods, Biomechanical Phenomena, Biology/Bioinformatics 

Brani Vidakovic

Wallace H. Coulter Department of Biomedical Engineering

Professor

Data Analytics, Machine Learning, and Visualization, Computational Biology/Bioinformatics

Eberhard Voit

Wallace H. Coulter Department of Biomedical Engineering

Professor

Numerical Simulation, Computational Biology/Bioinformatics

Rich Vuduc

School of Computational Science and Engineering

Associate Professor and Associate Chair for Academic Affairs

High Performance Computing, Numerical Simulation, Parallel and Distributed Simulation, Numerical Computing

May Wang

Wallace H. Coulter Department of Biomedical Engineering

Associate Professor

Data Analytics, Machine Learning, and Visualization, Numerical Simulation, Computational Biology/Bioinformatics

Joshua Weitz

School of Biology

Assistant Professor

Computational Biology/Bioinformatics

Donald White

School of Civil and Environmental Engineering

Professor

Numerical Computing, Computational Structures/Materials

Yao Xie School of Industrial and Systems Engineering Professor sequential statistical methods, statistical signal processing, big data analysis, compressed sensing, optimization, and has been involved in applications to wireless communications, sensor networks, medical and astronomical imaging
Vigor Yang

School of Aerospace Engineering

Regents' Professor combustion, propulsion, energetics, data science

P.K. Yeung

School of Aerospace Engineering

Professor

High Performance Computing, Turbulence Simulations, Petascale Algorithms, Computational Fluid Dynamics

Soojin Yi

School of Biology

Assistant Professor

Computational Biology/Bioinformatics

Ajit Yoganathan

Wallace H. Coulter Department of Biomedical Engineering

Regents' Professor and Associate Chair for Research, BME

High Performance Computing, Numerical Simulation, Parallel and Distributed Simulation, Computational Biology/Bioinformatics, Computational Fluid Dynamics

Hongyuan Zha

School of Computational Science & Engineering

Professor

Data Analytics, Machine Learning, and Visualization, Numerical Simulation, Numerical Computing

Hao Min Zhou

School of Mathematics

Associate Professor

Data Analytics, Machine Learning, and Visualization, Numerical Computing

Chao Zhang School of Computational Science and Engineering Assistant Professor Data mining; machine learning
Xiuwei Zhang School of Computational Science and Engineering Assistant Professor data science, computational biology, bioinformatics
Tuo Zhao

School of Industrial and Systems Engineering

Assistant Professor Machine Learning, Optimization, Scientific Computing
Mayya Zhilova School of Mathematics Assistant Professor mathematical statistics, probability theory, statistical inference for complex high-dimensional data