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A 2D Boundary Element Method gives predictions that agree well with data for parallel wall arrays up to 16 m long and it is used to investigate the potential insertion loss of longer configurations up to 0.3 m high.
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Without noise, all methods gave predictions close to 100% correctness.
The worst RMSE came from a single decision tree and was essentially identical to the standard deviation (SD) of the test set solubilities; the remaining nine methods gave prediction RMSE well below the sample SD, and thus fulfilled the usefulness criterion.
The proposed method gives satisfactory predictions of deflection till the yielding of non-prestressed steel.
The comparison illustrates that the proposed method gives good predictions for the mid-frequency behavior of the system considered here with low computational time.
In general, the singular-field approach based on 2D elasticity and the finite element method gives poor predictions of fracture toughness.
The comparisons to test data, finite element results and best-fit method indicate that the proposed simplified method gives good predictions of fire induced thermal gradient and temperature history in steel sections under any fire exposure.
Comparison is made between the present scheme and an equivalent frequency domain analysis and it is seen that the time domain method gives superior predictions of the transmission loss.
We can see that the regularization method gives better predictions than the non-regularized for a wide range of prior quality.
It is shown that the proposed method gives better prediction of pressure impulse diagram than the SDOF approach.
For simple nonpolar mixtures, such as LNG, both methods can give predictions which are well within the accuracy of the experimental data using, at most, only one adjustable coefficient to characterize each binary system.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com