2D/3D GPU-accelerated deterministic neutronics solver based on planar method of characteristics and hybrid finite element method

\nThe newly developed 2D/3D method operating over the unstructured mesh geometry is introduced. Implemented in the NuDEAL code, the method alternates the planar method of characterization (MOC) and the diffusion-based hybrid finite element (HFEM), with planar MOC solving the 2D decoupled fine mesh and HFEM providing 3D coarse mesh flux distributions based on the MOC solution. The consistency between the planar MOC and the diffusion HFEM is made with the devised consistency factors operating on volumetric and surface flux distributions. Furthermore, the consistent HFEM is fully accelerated using GPUs, which results in a 50-speedup in the red-black sweep compared to the runtime of the single CPU core. As a result, the accelerated HFEM takes less than 30 seconds to solve the multigroup benchmark problem, which is 20 times faster with a single gaming GPU than with a single CPU core.\n

Publication Details

Journal
Springer Link (Chiba Institute of Technology)
Published
2024-10-15
DOI
https://doi.org/10.1051/epjconf/202430202001/pdf
Primary Topic
Genetic and Environmental Crop Studies
Type
article
Field-Weighted Citation Impact
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article

2D/3D GPU-accelerated deterministic neutronics solver based on planar method of characteristics and hybrid finite element method

Springer Link (Chiba Institute of Technology)
Genetic and Environmental Crop Studies
article

2D/3D GPU-accelerated deterministic neutronics solver based on planar method of characteristics and hybrid finite element method

article en

Abstract

\nThe newly developed 2D/3D method operating over the unstructured mesh geometry is introduced. Implemented in the NuDEAL code, the method alternates the planar method of characterization (MOC) and the diffusion-based hybrid finite element (HFEM), with planar MOC solving the 2D decoupled fine mesh and HFEM providing 3D coarse mesh flux distributions based on the MOC solution. The consistency between the planar MOC and the diffusion HFEM is made with the devised consistency factors operating on volumetric and surface flux distributions. Furthermore, the consistent HFEM is fully accelerated using GPUs, which results in a 50-speedup in the red-black sweep compared to the runtime of the single CPU core. As a result, the accelerated HFEM takes less than 30 seconds to solve the multigroup benchmark problem, which is 20 times faster with a single gaming GPU than with a single CPU core.\n

Springer Link (Chiba Institute of Technology)
Openalex Percentile: Top 38%
Genetic and Environmental Crop Studies
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