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Accessibility of realistic large scale test data sets, with the number of demands points above 100,000, is very limited.
A total of 579 experimental small and large scale test data from Van der Meer are used for calibration and verification.
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As a result, our enhancements can achieve a significant speedup of the A*-based protein design algorithm by four orders of magnitude on large-scale test data through pre-computation and parallelization, while still maintaining an acceptable memory overhead.
This procedure assures missing data completely at random and allows for an unbiased large scale testing without causing extensive expenditure of time for test completion [ 28].
By conducting a dimensional analysis, the relationships between effective moduli and specimen width are quantified using Weibull equations; this method could potentially be used to predict the material properties of large structural components using small-scale test data.
Since existing experimental data and physical models/correlations were produced from several tests performed at the small scale with limited initial and boundary conditions, scaling considerations must be addressed when simulating larger scale tests for the uncertainty analysis.
Characteristics of each item were calculated from large-scale validation test data in order to select the best combination of item quality and coverage of all standards for use on each final test instrument.
The initial release of the MyShake app is intended as a large-scale test of the algorithm, aimed at collecting tens of thousands of data points from cellphones.
Other studies using large scale shake table test data of reinforced concrete columns have found that the discontinuity produced when a reinforcing bar fails during an earthquake is large enough to be detected via FWT (Aguirre et al. 2013).
The numerical (FEM) modeling approach was verified using experimental data from large-scale tests.
The ability of this measure to predict buckling behavior of slender tubes in bending is assessed through comparison with eight large-scale tests, and, for this set of data, the predictions are promising.
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