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Because the time consumption of the optimal ML simulation is too high, the optimal performance was obtained by performing the simulation with the SD.
SALIPS also provides some physical properties of the elements and includes algorithms for performing the simulation of spectra.
By performing the simulation for various vibration amplitudes, a good degree of agreement was observed between calculated data and the experimental data reported in the literature.
By performing the simulation with the same parameters of experiments, the results of the simulation confirm the accuracy of the model.
The ability of the lattice-Boltzmann simulation technique to predict the flow field visualised by MRI is also demonstrated by performing the simulation on a lattice derived directly from the MRI experimental three-dimensional image of the structure of the packed bed.
We validate our algorithm by performing the simulation of a Mach 1.22 shock wave in air over a circular R22 gas bubble, where sensible agreement of some key flow features of the computed solutions are observed when direct comparison of our results are made with the existing experimental and numerical ones that appear in the literature.
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MN performed the simulation work and analysed the simulated data.
Z.L. performed the simulation.
R.A.S. and T.B. performed the simulation and data processing.
CF and PL performed the simulation experiments.
CB performed the simulation studies.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com