Exploring Numba and CuPy for GPU-Accelerated Monte Carlo Radiation Transport

This paper examines the performance of two popular GPU programming platforms, Numba and CuPy, for Monte Carlo radiation transport calculations. We conducted tests involving random number generation and one-dimensional Monte Carlo radiation transport in plane-parallel geometry on three GPU cards: NVI...

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Bibliographic Details

Published in:	Computation
Main Authors:	Tair Askar, Argyn Yergaliyev, Bekdaulet Shukirgaliyev, Ernazar Abdikamalov
Format:	Article
Language:	English
Published:	MDPI AG 2024-03-01
Subjects:	GPU CUDA Numba CuPy performance
Online Access:	https://www.mdpi.com/2079-3197/12/3/61