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pGPUMCD: an efficient GPU-based Monte Carlo code for accurate proton dose calculations
Daniel Maneval1,2, Benoît Ozell3, Philippe Després1,2,4
1Département de physique, de génie physique et d'optique et Centre de recherche sur le cancer, Université Laval, Québec (Québec), G1R 0A6, Canada.
Abstract:
In proton therapy, Monte Carlo simulations are desirable to accurately predict the delivered dose. This paper introduces and benchmarks pGPUMCD, a GPU-based Monte Carlo code implementing the physical processes required for proton therapy applications. In pGPUMCD, the proton transport is carried out in a voxelized geometry with a class II condensed history scheme. For this purpose, the equivalent restricted stopping power formalism (L eq formalism), the Fermi-Eyges scattering theory and the discrete electromagnetic/nuclear interactions were considered. pGPUMCD was compared to Geant4 in a validation study where the physical processes were validated one after the other. Dose differences between pGPUMCD and Geant4 were smaller than 1% in the Bragg peak region and up to 3% in its distal fall-off. Moreover, a voxelwise dose difference below 1% was observed for 99.5% of calculation positions. The pGPUMCD 80% falloff positions matched with those of Geant4 within 0.1%. The pGPUMCD computation times were inversely proportional to the voxel size, with one million protons transported in less than 0.5 s with [Formula: see text] mm3 voxels. pGPUMCD, based on the L eq formalism variance reduction technique, is therefore an attractive candidate for integration in a clinical treatment planning system.
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