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The graduate program in the Computer Science Department ranks as one of the nation's best and within the top ten public institutions. Students can pursue both M.S. and Ph.D degrees, with nearly all full-time candidates receiving financial support through assistantships, fellowships, or grants. Key research focuses include artificial intelligence, computer networks, database systems, programming languages, software development, scientific computation, theoretical algorithms, computer vision, geometric processing, graphics, human-computer interaction, and bioinformatics.
Computational Biology and Bioinformatics represents an interdisciplinary field addressing challenges from genomic advancements. It incorporates multiple computer science disciplines like optimization algorithms, machine learning, data handling, and computational science. This area unites researchers from diverse backgrounds including computer science, molecular biology, genomics, mathematics, statistics, and physics. The Center for Bioinformatics and Computational Biology operates under the University of Maryland Institute for Advanced Computer Studies (UMIACS), fostering high-performance computing research across campus disciplines.