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FACULTY Computational Genomics |
TITLE | DEPARTMENT | RESEARCH AREA |
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Professor, Executive Director of High-Performance Computing |
School of Computational Science and Engineering | High-performance computing for computational biology, parallel algorithms, bioinformatics, phylogeny reconstruction, epidemiology, protein-protein interaction networks, and large-scale graph analysis. |
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Regents' Professor, Director of the Center for Bioinformatics and Computational Genomics | Department of Biomedical Engineering at CoE and School of Computational Science & Engineering | Bioinformatics algorithms, machine learning, gene prediction and structural genomic annotation.
(Click for lab web site) |
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Professor | School of Biology | Statistical genetics: whole genomic association studies. |
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Associate Professor | School of Biology | Genome evolution, transposable elements, gene regulation and
expression, non-coding RNAs, convergent evolution. (Click for lab web site) |
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Assistant Professor | School of Civil and Environmental Engineering | Environmental microbiology and genomics. Population and single-cell genomics. Computational approaches for studying the ecology and evolution of microorganisms. |
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Professor | School of Industrial and Systems Engineering | Biomedical informatics, modeling and computing. Machine learning and pattern recognition approaches to medial diagnosis/clinical data analysis. Genomic pattern recognition and prediction of function regions. Combinatorial approach and fast heuristics for DNA sequencing and multiple alignment problems. |
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Professor | School of Computational Science and Engineering | Database design, modeling and integration: genomic data management, intelligent information retrieval, data mining and warehousing, web-based knowledge warehouses and mobile database synchronization. |
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Professor | School of Computational Science & Engineering and College of Computing | Pattern Analysis, numerical algorithms, data mining, scientific
computing, bioinformatics, information retrieval and parallel computing.
(Click for lab web site) |
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Assistant Professor | School of Computational Science and Engineering | Machine learning: bioinformatics algorithms. |
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Professor | School of Industrial and Systems Engineering | Wavelets; Statistical analysis of high frequency data; Random Processes that scale. Multifractality, Bayesian statistical modeling, Nonparametric statistical inference. |
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Associate Professor | School of Computer Science | Randomized Algorithms, especially Markov Chain Monte Carlo Methods; Statistical Physics; Analysis of Markov chain models arising in Evolutionary Biology. |
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Assistant Professor | School of Biology | Theoretical ecology; bacterial viruses; microbial communities; biological networks; vascular plants; scaling laws; disease dynamics; interacting particle systems; adaptive dynamics. |
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Associate Professor | School of Biology | Comparative Genomics, Molecular Evolution, Bioinformatics, Population Genetics. |
FACULTY Imaging |
TITLE | DEPARTMENT | RESEARCH AREA |
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Associate Professor | Department of Biomedical Engineering | Medical informatics and bioimaging, developing diverse biomedical data analysis, modeling, interpretation algorithms and management infrastructure for disease detection, treatment, and drug discovery. |
FACULTY Integrative Biosystems |
TITLE | DEPARTMENT | RESEARCH AREA |
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Assistant Professor | Department of Biomedical Engineering | Signal transduction network inference, post-translational thiol modifications, nonlinear dynamics of biochemical systems. |
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Professor and Research Alliance Eminent Scholar in Biological Systems | Department of Biomedical Engineering | Biomedical Systems Analysis, Mathematical Modeling and Simulation, Metabolic Pathways and Networks, Multi-level Assessments of Biological Complexity, S-systems. |
FACULTY Population Dynamics |
TITLE | DEPARTMENT | RESEARCH AREA |
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Regents' Professor |
School of Mathematics School of Biology |
Compex systems: evolution of complex systems, stochastic processes, inverse problems, dynamics of spatially extended systems, mathematical biology, bioinformatics, and neuroscience. |
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Professor | School of Mathematics | Nonlinear dynamics: population biology/ecology, spatial models of infectious diseases, agent-based models, symbolic dynamics and wavelets. |
FACULTY Structural Biology |
TITLE | DEPARTMENT | RESEARCH AREA |
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Assistant Professor | School of Mathematics | Discrete mathematical biology, combinatorics on words, and string algorithms. Design, analysis, and prediction of RNA secondary structures and DNA code words. Sequence / structure / function relationships for RNA viral genomes. |
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Professor | School of Chemistry & Biochemistry and College of Computing | Benchmark-quality quantum computations on prototypes of noncovalent interactions, particularly pi-pi interactions, including substituent effects. Comparison of potential energy landscapes for model interactions with frequency of contacts in the PDB. |
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Professor, Georgia Research Alliance Eminent Scholar in Computational Biology | School of Biology | Prediction of protein structure and function from sequence; prediction of protein tertiary and quaternary structure and folding pathways; prediction of small molecule ligands for drug discovery, prediction of druggable protein targets, equilibrium and dynamic properties of lipid bilayers; simulation of virus coat protein assembly. |