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Vectorization techniques for probability distribution functions using VecCore by Oscar R. Chaparro Amaro; J. Martínez-Castro; Soon Yung Jun is a Physics and Astronomy article available to read on EtoBox.
What is Vectorization techniques for probability distribution functions using VecCore about?
## Abstract Probability distribution functions (PDFs) are very used in modeling random processes and physics simulations. Improving the performance of algorithms that generate many random numbers under complex PDFs is often a very challenging task when methods as direct functions are not available. In this work we present general strategies on how to vectorize some PDFs using VecCore library. We show the results for the Exponential, Gaussian, discrete Poisson and Gamma probability distributions.
Who reads Vectorization techniques for probability distribution functions using VecCore?
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- Author
- Oscar R. Chaparro Amaro; J. Martínez-Castro; Soon Yung Jun
- Publisher
- IOP Publishing
- Published
- 2020
- Field
- Physics and Astronomy (Physical Sciences)
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