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Raghavan specializes in computational data science and high-performance computing. She has led the development of “sparse algorithms” that derive from and operate on compact yet accurate representations of high-dimensional data, complex models, and computed results. She has developed parallel sparse solvers that limit the growth of computational costs and utilize the concurrent computing capability of advanced hardware to enable the solution of large-scale modeling and simulation problems that are otherwise beyond reach. She was also among the first to propose the design of energy-efficient supercomputing systems by combining results from sparse scientific computing with hardware features for embedded mobile processors. Raghavan is deeply involved in education and research, with nearly 50 Masters and Ph.D. theses supervised and over 100 peer-reviewed publications. Her research has been recognized by the NSF CAREER Award (1995), the Maria Goeppert-Mayer Distinguished Scholar Award (2002, University of Chicago and the Argonne National Laboratory), and selection as a Fellow of the Institute of Electrical and Electronic Engineers (IEEE, 2013).
Raghavan is also active in the profession having recently presented an invited talk at the 2018 IEEE/ACM Conference on Supercomputing and through her service as a member of the Advisory Boards of the Computing and Information Science and Engineering (CISE) Directorate and the Office of Advanced Cyberinfrastructure (OAC) of the National Science Foundation; the National Academies Panel on Information Sciences at the Army Research Laboratory; the Board of Governors of UT-Battelle, which operates the Department of Energy’s Oak Ridge National Laboratory; and the Council of the Society for Industrial and Applied Mathematics (SIAM), which leads SIAM together with its Board and officers.
Raghavan is also active in the profession having recently presented an invited talk at the 2018 IEEE/ACM Conference on Supercomputing and through her service as a member of the Advisory Boards of the Computing and Information Science and Engineering (CISE) Directorate and the Office of Advanced Cyberinfrastructure (OAC) of the National Science Foundation; the National Academies Panel on Information Sciences at the Army Research Laboratory; the Board of Governors of UT-Battelle, which operates the Department of Energy’s Oak Ridge National Laboratory; and the Council of the Society for Industrial and Applied Mathematics (SIAM), which leads SIAM together with its Board and officers.
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JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING (2024): 104792-104792
SC-W '23: Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysispp.488-491, (2023)
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