[HTML][HTML] Prediction of Resilient Modulus Value of Cohesive and Non-Cohesive Soils Using Artificial Neural Network

A Głuchowski - Materials, 2024 - mdpi.com
This paper investigates the application of Artificial Neural Networks (ANNs) for predicting the
resilient modulus (Mr) of subgrade and subbase soils, which is a critical parameter in …

Modeling the resilient modulus of subgrade soils with a four-parameter constitutive equation

AY Demeke, CI Sachpazis, E Assefa… - Modeling Earth Systems …, 2023 - Springer
A new constitutive model for the resilient modulus (MR) of subgrade soils was developed in
this study based on existing models. The general form of three-parameter model which is …

Model performance assessment in resilient modulus modelling: a multimodel approach

CC Ikeagwuani, DC Nwonu - Road Materials and Pavement …, 2021 - Taylor & Francis
Implementation of the trending mechanistic-empirical pavement design guide for resilient
modulus (M r) estimation, often requires the use of models. The present study proposes a …

Resilient Modulus Prediction of Laterite Soils Under Variable Moisture Levels Using Fuzzy Logic Model

SA Koshy, A Praveen, T Ajitha - Transportation Infrastructure …, 2022 - Springer
The current practices of pavement design consider climate change as an important factor
that induces unexpected pavement behavior. The responses of pavement are highly …