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GMD - Comparing the Performance of Julia on CPUs versus GPUs and Julia-MPI versus Fortran-MPI: a case study with MPAS-Ocean (Version 7.1)

Abstract. Some programming languages are easy to develop at the cost of slow execution, while others are fast at runtime but much more difficult to write. Julia is a programming language that aims to be the best of both worlds โ€“ a development and production language at the same time. To test Julias utility in scientific high-performance computing (HPC), we built an unstructured-mesh shallow water model in Julia and compared it against an established Fortran-MPI ocean model, the Model for Predi...
United Kingdom United States Markr Petersen Los Alamos Robertr Strauss Sylwester Arabas

14 Months Later: A Pathway Forward

Is there a chance to recover and to effectively vanquish Covid-19, at least to end the pandemic and return to normal lives again? We function here as prognosticators and contrarians that seek to inform and share and to learn, and we thus argue yes, and while we were blindsided and there were grave initial mistakes and some very consequential such as the very flawed and botched initial testing by the CDC that left the United States vulnerable and flying blind and allowed the virus to seed for 4 ...
Great Barrington United Kingdom United States Howardc Tenenbaum University Of Toronto Mcmaster University

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