University of Nevada, Reno
نویسنده
چکیده
This professional paper is composed of three projects: the parallel computation in computational chemistry, the RP-EM-MKL algorithm in pattern recognition, and scientific data visualization. In the first project, the parallel program on the trajectory simulation of N2 + NO collision system was implemented using MPI. High efficiency was obtained and parallel computation could significantly decrease the waiting time for the simulation. In the second project, the combination of random project (RP), expectation and maximum (EM) algorithms was applied as an easy and clear approach to partition the data in multi (MKL) algorithm in the pattern recognition. In the last project, the GUI project based on QT and OpenGL was designed and implemented to visualize the Vis5d scientific data.
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