openalexScientific Reports2026-07-23
magnum.np.distributed: accelerating finite difference micromagnetic simulations with multiple GPUs
Tsz Chung Cheng, Yuichiro Kurokawa, Hiromi Yuasa
Micromagnetic simulations are essential tools in nanomagnetism and spintronics research. Although widely adopted solvers like Mumax3 and the Python-native magnum.np use GPU acceleration to improve performance, these tools are limited to single-device computation. In this work, we…