Executive Director, Institute for Data Engineering and Science and Professor
Research Areas: High Performance Computing, Data Analytics, Bioinformatics, Systems Biology, Combinatorial Scientific Computing; Applied Algorithms.
Research Areas: High Performance Computing, Data Analytics, Bioinformatics, Systems Biology, Combinatorial Scientific Computing; Applied Algorithms.
Professor: In Memoriam
Research Areas: Combinatorial Pattern Matching, Pattern Discovery and Data Mining, Bioinformatics and Computational Molecular Biology, Parallel and Distributed Computation and Data Compression
Research Areas: Combinatorial Pattern Matching, Pattern Discovery and Data Mining, Bioinformatics and Computational Molecular Biology, Parallel and Distributed Computation and Data Compression
Director, Center for Bioinformatics and Computational Genomics, Joint with CSE, Regents' Professor
Research Areas: Machine Learning, Algorithms, Bioinformatics
Research Areas: Machine Learning, Algorithms, Bioinformatics
Assistant Professor
Research Areas: Computational physics, numerical methods, fluid dynamics, high performance computing
Research Areas: Computational physics, numerical methods, fluid dynamics, high performance computing
Professor
Research Areas: High performance computing, combinatorial scientific computing, and biomedical informatics
Research Areas: High performance computing, combinatorial scientific computing, and biomedical informatics
Assistant Professor
Research Areas: Dynamical systems and ergodic theory; computational statistics; computational dynamics; machine learning theory
Research Areas: Dynamical systems and ergodic theory; computational statistics; computational dynamics; machine learning theory
Associate Professor
Research Areas: AI Security, Explainable AI, Visual Analytics, Adversarial Machine Learning, Graph Visualization, Data Mining
Research Areas: AI Security, Explainable AI, Visual Analytics, Adversarial Machine Learning, Graph Visualization, Data Mining
Assistant Professor
Research Areas: Scientific machine learning; uncertainty quantification; Bayesian inference; stochastic optimization; parallel computing
Research Areas: Scientific machine learning; uncertainty quantification; Bayesian inference; stochastic optimization; parallel computing
Associate Professor, Associate Chair for Academic Affairs
Research Areas: modeling and simulation, scientific computing, high-performance computing, numerical methods, and computational physiology
Research Areas: modeling and simulation, scientific computing, high-performance computing, numerical methods, and computational physiology
Professor, Associate Chair
Research Areas: Scientific computing; high-performance computing; numerical methods
Research Areas: Scientific computing; high-performance computing; numerical methods
Regents' Professor Emeritus
Research Areas: Parallel discrete event simulation, distributed simulation, applications in sustainability, transportation
Research Areas: Parallel discrete event simulation, distributed simulation, applications in sustainability, transportation
Assistant Professor
Research Areas: Artificial intelligence and machine learning; high performance computing; computational chemistry; chemical engineering; materials science
Research Areas: Artificial intelligence and machine learning; high performance computing; computational chemistry; chemical engineering; materials science
EAS/ECE Joint Appointment Professor
Research Areas: Computational Imaging, Inverse Problems, PDE-constrained Optimization, Compressive Sensing, Machine Learning, Uncertainty Quantification
Research Areas: Computational Imaging, Inverse Problems, PDE-constrained Optimization, Compressive Sensing, Machine Learning, Uncertainty Quantification
Assistant Professor
Research Areas: Computational Neuroscience; Neuroengineering; NeuroAI
Research Areas: Computational Neuroscience; Neuroengineering; NeuroAI
Regents' Professor, Joint with the George W. Woodruff School of Mechanical Engineering
Research Areas: Materials-Manufacturing Data Sciences and Informatics
Research Areas: Materials-Manufacturing Data Sciences and Informatics
Assistant Professor
Research Areas: Data science, applied machine learning, network analysis
Research Areas: Data science, applied machine learning, network analysis
Assistant Professor
Research Areas: Computational biology, machine learning
Research Areas: Computational biology, machine learning
Regents' Professor and Chair, School of Computational Science and Engineering
Research Areas: Data analysis, Visual analytics, Numerical computing, Text mining, Social media mining, Parallel Computing, Bioinformatics
Research Areas: Data analysis, Visual analytics, Numerical computing, Text mining, Social media mining, Parallel Computing, Bioinformatics
Associate Professor
Research Areas: Data Science, Machine Learning, AI, Networks and Sequences with applications to Epidemiology, Health, Security, Urban Computing and the Web
Research Areas: Data Science, Machine Learning, AI, Networks and Sequences with applications to Epidemiology, Health, Security, Urban Computing and the Web
Assistant Professor, Joint with the Daniel Guggenheim School of Aerospace Engineering
Research Areas: Model Reduction; Scientific Machine Learning; Uncertainty Quantification; Multi-fidelity Methods
Research Areas: Model Reduction; Scientific Machine Learning; Uncertainty Quantification; Multi-fidelity Methods
Assistant Professor
Research Areas: numerical analysis, computational statistics, multi-agent optimization, game-theoretic approaches in deep learning
Research Areas: numerical analysis, computational statistics, multi-agent optimization, game-theoretic approaches in deep learning
Associate Director, Institute for Data Engineering and Science; Regent's Professor, Joint w/School of Chemistry and Biochemistry
Research Areas: Algorithms and software for computational chemistry, creation of benchmark databases, systematic evaluation of new approximations in quantum chemistry, intermolecular interactions in drug design and molecular crystals
Research Areas: Algorithms and software for computational chemistry, creation of benchmark databases, systematic evaluation of new approximations in quantum chemistry, intermolecular interactions in drug design and molecular crystals
Professor
Research Areas: High-performance computing -- algorithms, software, and performance engineering for numerical simulation and data analysis
Research Areas: High-performance computing -- algorithms, software, and performance engineering for numerical simulation and data analysis
Assistant Professor
Research Areas: machine learning, computational neuroscience
Research Areas: machine learning, computational neuroscience
Assistant Professor
Research Areas: Knowledge representation and extraction; Text mining; Machine learning; Natural language processing
Research Areas: Knowledge representation and extraction; Text mining; Machine learning; Natural language processing
Assistant Professor
Research Areas: Computational biology, bioinformatics, single cell data analysis and method development
Research Areas: Computational biology, bioinformatics, single cell data analysis and method development
