CBR prediction of pavement materials in unsoaked condition using LSSVM, LSTM-RNN, and ANN approaches

J Khatti, KS Grover - International Journal of Pavement Research and …, 2024 - Springer
The present research introduces the best architecture model for predicting the unsoaked
California bearing ratio (CBRu) of soil by comparing the models based on the least square …

Predict the maximum dry density of soil based on individual and hybrid methods of machine learning

GG Tejani, B Sadaghat, S Kumar - Advances in engineering and …, 2023 - aeis.bilijipub.com
This article introduces a novel technique to accurately forecast soil stabilization blends'
maximum dry density (MDD). The Naive Bayes (NB) algorithm is employed to develop …

Resilient response and strength of highly expansive clay subgrade stabilized with recycled concrete aggregate and granulated blast furnace slag

JS Sosahab, A Ardakani, M Hassanlourad - Construction and Building …, 2023 - Elsevier
In urban areas, due to urban development and lack of space, roads may be built on the
expansive clay subgrade. Expansive clay soils increase in volume when in contact with …

[PDF][PDF] Improvement of the California bearing ratio of peat soil using soybean crude urease calcite precipitation

H Putra, I Yudhistira - Civ. Eng. J, 2022 - researchgate.net
Due to its high organic matter, moisture content, and low bearing capacity, peat soil needs to
be stabilized for use as a subgrade. The soybean crude urease calcite precipitation (SCU …

[HTML][HTML] Sustainable utilization of feldspar powder from lithium extraction byproducts as road construction material

B Guan, Q Wu, J Li, H Zhao, L Dai, J Nian - Case Studies in Construction …, 2024 - Elsevier
In order to reduce the storage cost and avoid environmental hazards of feldspar powder
waste from lithium extraction byproducts, this work investigated the feasibility of ordinary …

[HTML][HTML] The experimental procedures of sand and lime as base soil stabilization materials on the modified proctor values for flexible pavement construction

D Novianto, T Rochman - MethodsX, 2023 - Elsevier
During road construction, one of the major challenges encountered is dealing with weak
subgrade soil, specifically expansive soil that experiences volume changes due to variations …

Predicting the maximum dry density of soil by using the individual and hybrid framework of the decision tree

Z Weifang - Indian Geotechnical Journal, 2024 - Springer
The density of embankment fill soil material is a crucial factor determined by the maximum
dry density (MDD) in transport construction projects. Traditionally, the modified proctor test is …

Gravel hardness effect on compaction characteristics of gravelly soil

Y Shi, S Li, C Jiang, J Liu - Journal of Mountain Science, 2024 - Springer
The compaction characteristics of gravelly soil are affected by gravel hardness. To
investigate the evolution and influencing mechanism of different gravel hardness on the …

Preparation of a Low-Cement-Content Silty Soil Stabilizer Using Industrial Solid Wastes

H Li, W Ma, K Wang, Y Feng, S Zhang, S Zhou… - Applied Sciences, 2023 - mdpi.com
Silty soil performs poorly when used in roads. Cement is generally used as a stabilizer to
treat silty soil and enable it to meet the requirements for roadbed filling. However, cement is …

Correlation between CBR Values and Index Properties of Soils: A Case Study of Oman

OR Ibrahim, W Alshehhi, H Alhindasi… - Key Engineering …, 2022 - Trans Tech Publ
Pavement materials have developed significantly through many stages until they have
reached what they are now. Despite the fact that there are many samples found in Oman …