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The relative performance of the parallel ISAT strategies is investigated in different computational regimes via the PDF calculations of multiple partially stirred reactors burning methane/air mixtures.
We also show that the Pareto fronts corresponding to different methods can intersect indicating that more is not always better and different solution techniques for the same problem may be required in different computational regimes.
The results show that the performance of ISAT with a fixed distribution strategy strongly depends on certain computational regimes, based on how much memory is available and how much overlap exists between tabulated information on different processors.
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The numerical experiments are performed on the de Vahl Davis natural convection case, with superlinear computational speedup regime identified.
Data-driven modeling techniques in the computational intelligence regime may provide fast predictions of the velocity field based on a handful of local measurements.
Let us consider Figure 10, which reports the average number of active subcarriers to each mobile terminal as a function of the achieved rate R, in the linear computational load regime and using.
These preeminent scientists will discuss research in such distinct areas as evolution, machine learning, computational drug treatment regimes, embryonic development, computational neuroscience and proteomics.
It is frequently necessary to perform parameter rescaling to achieve computational feasibility for parameter regimes of interest (e.g., N > 10 with long flanking sequences), particularly for applications such as approximate Bayesian computation that require millions of simulations for accurate inference.
This paper develops a strategy for scaling up bubble column reactors operating in the churn-turbulent flow regime using computational fluid dynamics (CFD).
The computational results confirm the two regimes of inductance tunability and the controlling role of stress-induced anisotropy.
In an attempt to understand the possible influence of particle shape and size on the stretching mode of the CO ice, they carried out a number of computational calculations in the Rayleigh regime, obtaining the absorption cross section for various single CO ice shapes (spheres, prolate, and oblate spheroids, rods, and disks).
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