Estimating of the Dry Unit Weight of Compacted Soils Using General Linear Model and Multi-layer Perceptron Neural Networks
We examine the new method that is non-destructive to determine dry unit weight of compacted soils. Dry unit weights of compacted soils are modeled by GLM and MLP. Different soil types do not display same behavior of Vp measurements. MLP is considered for each soil types for accurate estimation of dry unit weights.
dry unit weight general linear model multi-layer perceptron neural networks relative compaction earth fill standard proctor test