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Job Description
Opportunity for post-doctoral research positions
focused on the development of following areas.
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Data mining algorithm design and SQL database management for large-scale problems in scientific domains and social network
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Machine learning methods and their ensembles for feature extraction from large amount of scientific simulation data
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Parallel and high-performance computing (e.g. using MPI, OpenMP, CUDA, OpenCL, etc.)
Our research group has active ongoing collaborations
with several investigators at other universities and DOE laboratories.
The successful applicant must have a sophisticated
understanding of data mining, machine learning, and high-performance
computing.
Prior experience in MPI, GPU programming
is a major advantage. Should be able to work independently and manage
daily research projects, taking the leading role in the design of
experiments, analysis of data, writing of manuscripts and papers, and
presentation of work at institutional and conference meetings.
Qualifications:
Ph.D. degree in computer science, computer engineering, or a related field
awarded at the time of application.
Contact:
Alok Choudhary
Professor of Electrical Engineering and Computer Science Department
Director of Center for Ultra-Scale Computing and Information Security
http://cucis.ece.northwestern.edu
Northwestern University
2145 Sheridan Road
Evanston, Illinois 60208-3118
phone: (847) 467-4129
fax: (847) 467-4144
email: choudhar@eecs.northwestern.edu
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