Parallel <scp>CPU–GPU</scp> computing technique for discrete element method
نویسندگان
چکیده
The efficiency of the simulations with discrete element method (DEM) is significantly improved using a novel computational strategy. new developed focus on platforms equipped multi-core central processing units (CPU) and general-purpose graphics (GPU). DEM calculations are performed in parallel CPU GPU pre-calculated Verlet lists posteriori analysis their consistency. operations related to search for possible contacts CPU, whereas interactions, integration motion, executed GPU. Performance done various types tasks has shown that allows decrease average time utilize available resources more efficiently compared sequential CPU–GPU execution mode. Furthermore, due efficient calculations, overall energy requirement proposed strategy does not exceed demand conventional computations.
منابع مشابه
Parallel Computing of Discrete Element Method on GPU
General purpose computing on GPU for scientific computing has been rapidly growing in recent years. We investigate the applicability of GPU to discrete element method (DEM) often used in particle motion simulation. NVIDIA provides a sample code for this type of simulation, which obtained superior performance than CPU in computational time. A computational model of the contact force in NVIDIA’s ...
متن کاملParallel computing for the finite element method
A finite element method is presented to compute time harmonic microwave fields in three dimensional configurations. Nodal-based finite elements have been coupled with an absorbing boundary condition to solve open boundary problems. This paper describes how the modeling of large devices has been made possible using parallel computation. New algorithms are then proposed to implement this formulat...
متن کاملMicroscopic Modeling Using a Discrete Element Method Clustering Technique
This paper presents a dynamic intermodal freight network scheme using a Discrete Element Method (DEM) approach for performing the microscopic simulation. The model is applied to a roadway network for freight movements from a port terminal. This approach was used to develop efficient control strategies for optimizing freight flow. The simulation model has various applications with the primary fo...
متن کاملDomain decomposition with discrete element simulations using shared-memory parallel computing for railways applications
Numerical simulation with discrete elements leads to several issues for large scale problems and long loading times, as for the granular dynamic simulations of the ballasted railway behavior. To reduce computational costs, we study the use of two strategies: domain decomposition methods and shared-memory parallelization with OpenMP. An example of a maintenance process, the tamping, on a portion...
متن کاملGranular element method for three-dimensional discrete element calculations
This paper endows the recently-proposed granular element method (GEM) with the ability to perform 3D discrete element calculations. By using non-uniform rational B-Splines to accurately represent complex grain geometries, we proposed an alternative approach to clustering-based and polyhedra-based discrete element methods whereby the need for complicated and ad hoc approaches to construct 3D gra...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Concurrency and Computation: Practice and Experience
سال: 2022
ISSN: ['1532-0634', '1532-0626']
DOI: https://doi.org/10.1002/cpe.6839