Massively parallel Monte Carlo for many-particle simulations on GPUs

DOI10.1016/j.jcp.2013.07.023zbMath1349.65005arXiv1211.1646OpenAlexW2111223281MaRDI QIDQ348164

Thomas L. Grubb, Eric Jankowski, Sharon C. Glotzer, Joshua A. Anderson, Michael Engel

Publication date: 5 December 2016

Published in: Journal of Computational Physics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1211.1646

zbMATH Keywords

Monte Carloparallel algorithmCUDAGPGPUdetailed balancehard disk system

Mathematics Subject Classification ID

Monte Carlo methods (65C05) Parallel numerical computation (65Y05) Numerical algorithms for specific classes of architectures (65Y10)

Related Items (5)

Random number generators for large-scale parallel Monte Carlo simulations on FPGA ⋮ A GPU-based large-scale Monte Carlo simulation method for systems with long-range interactions ⋮ Suppressing correlations in massively parallel simulations of lattice models ⋮ Parallelized event chain algorithm for dense hard sphere and polymer systems ⋮ Massively parallel kinetic Monte Carlo simulations of charge carrier transport in organic semiconductors

Uses Software

• AMBER
• CUDA
• Gromacs
• HOOMD-blue

Cites Work

• Unnamed Item
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• Hierarchical fractional-step approximations and parallel kinetic Monte Carlo algorithms
• General purpose molecular dynamics simulations fully implemented on graphics processing units
• GPU accelerated Monte Carlo simulation of the 2D and 3D Ising model
• Large scale atomistic polymer simulations using Monte Carlo methods for parallel vector processors
• Parallelization of a dynamic Monte Carlo algorithm: A partially rejection-free conservative approach
• Synchronous parallel kinetic Monte Carlo for continuum diffusion-reaction systems
• Equation of State Calculations by Fast Computing Machines

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