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Predicting the resilient modulus of unbound granular materials by neural networks

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Academic year: 2021

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Figure

Figure 1: Effect of number of hidden nodes on the accuracy of the trained network using Set 1
Figure 3: Effect of density on the resilient modulus as predicted by ANN model
Figure 4: Effect of moisture content on the resilient modulus as predicted by ANN
Table 1: Illustration of the population process of database  Stress level  (kPa)  Density  (% of MMPD*)  Resilient modulus (MPa)  35  90  140  35  91 146  35  92 151  35  93 156  35  94 159  35  95 163  35  96 167  35  97 173  35  98 178  35  99 180  35  1

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