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This approach is systematically assessed via a series of steady test cases and Riemann problems including the resonance regime.
Thus, an experimental apparatus for unidirectional steady test was also developed and a calculation method to evaluate the heat transfer coefficient was demonstrated.
The steady test accuracies were measured after a training period that was previously established for each problem and architecture.
However, the steady test accuracy of NGN vs. NN displayed more variability depending on the problem (Figure 4A).
The steady test accuracy of NGN was also higher than NN when solving IS and BC problems, whereas it was reduced for HD problem, or unchanged for IF problem.
The steady test and training accuracies of NGN and the corresponding NN were different, and their relative values were also different among the three networks (for each problem tested) (Figure 3A).
Similar(52)
In this study, a total of 194 double shear bolted connection specimens with three different grades of stainless steel were tested, where 106 specimens were tested by steady state test method and 88 specimens were tested by transient state test method.
A total of 80 tensile coupon tests were carried out by both steady state test method and transient state test method for temperatures ranged from 24 to 900 °C.
In the literature the available mechanical properties of structural steels under fire conditions were mainly obtained from steady state test method, as steady state test method is easier to perform than transient state test method and offers stress strain curves directly.
Tensile coupon tests were undertaken using a steady state test method for temperatures in the range 20 700 °C.
But after six years of steady gains, test scores have gone flat.
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