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Charles Forsyth

University of California-Riverside

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Paul Rulis

University of Missouri, Kansas City

Associate Professor of Physics

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dft machine-learning monte-carlo neural-networks vectorization parameter-sweeps random-numbers github metadata sftp storage core-dump cpu-bound debugging memory optimization parallelization performance-tuning profiling scaling scripting tuning checkpoint lammps molecular-dynamics paraview pytorch tensorflow materials-science quantum-mechanics comet gpu unix-environment batch-jobs core-hours job-accounting job-submission job-sizing pending-jobs schedulers scheduling slurm bash environment-modules git ssh tcp vim x11 permissions modules os proposal-development project-management research-grants software-carpentry xsede c c++conda fortran java programming openmp mpi programming-best-practices python sql putty encryption vpn terminal-emulation-and-window-management library-paths spack software-installation version-control singularity ai data-analysis computational-chemistry resources abstract affiliations citation xml dependencies