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Also, the shift in the mean between 1600 and 2000 sec becomes well defined with increasing number of simulations.
Finally, we present the comparison of the performance of the CPU and GPU to run an increasing number of simulations of the BCC model, to prove the efficiency of coagSODA.
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As is apparent from the discussion above, the ability to accurately estimate the first and second moments of the state density function of the system under investigation using the Monte Carlo simulation approach increases with increasing numbers of simulations.
Currently, due to the increasing numbers of simulation software packages available in the market, it is often challenging to choose a suitable package that meets users' demands.
This can be seen by inspecting the estimated mean ± SD for batch jobs with increasing numbers of simulation runs.
HPDs generally become broader, but for increasing numbers of simulation replicates, they fail to encompass the true value.
For each system size, we launched concurrently on the GPU an increasing number of stochastic simulations; that is, we launched the simulation kernel with an increasing number of blocks (as explained before, the evolution of a simulation instance is computed entirely by a single block of threads independently from the others).
The realization of Plasma Wakefield Acceleration experiments with high quality of the accelerated bunches requires an increasing number of numerical simulations to perform first-order assessments for the experimental design and online-analysis of the experimental results.
In contrast, heritability increases with an increasing number of genes in simulations where genetic architecture is linear, but the rate of change of heritability relative to the number of underlying genes is small (about ¼) relative to the rate of change given a network GPM.
The workload was included in the benchmark suite because an increasing number of animations employ physical simulation to create more realistic effects.
With an increasing number of studies evincing the effectiveness of simulation-based virtual laboratories (VLs), researchers have discussed replacing traditional laboratories.
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