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arxiv: 1311.7579 · v3 · pith:CPALMTCKnew · submitted 2013-11-29 · ⚛️ physics.data-an · physics.comp-ph

Accelerated Event-by-Event Neutrino Oscillation Reweighting with Matter Effects on a GPU

classification ⚛️ physics.data-an physics.comp-ph
keywords oscillationneutrinocalculationsmatterreweightingacceleratedallowinganalyses
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Oscillation probability calculations are becoming increasingly CPU intensive in modern neutrino oscillation analyses. The independency of reweighting individual events in a Monte Carlo sample lends itself to parallel implementation on a Graphics Processing Unit. The library "Prob3++" was ported to the GPU using the CUDA C API, allowing for large scale parallelized calculations of neutrino oscillation probabilities through matter of constant density, decreasing the execution time by a factor of 75, when compared to performance on a single CPU.

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