Dynamic behavior and stability of soil foundation in heavy haul railway tracks: A review

G Lazorenko, A Kasprzhitskii, Z Khakiev… - Construction and Building …, 2019 - Elsevier
The roadbed is the most deformable and most heterogeneous component of the railway
track infrastructure, which state is the main factor determining the efficiency of the road, and …

A review of jet grouting practice and development

PGA Njock, J Chen, G Modoni, A Arulrajah… - Arabian Journal of …, 2018 - Springer
The jet grouting technique was originally initiated in the UK and progressively developed
following the needs for larger geometries, ease of implementation, economic rationality, and …

Dynamic prediction of jet grouted column diameter in soft soil using Bi-LSTM deep learning

SL Shen, PG Atangana Njock, A Zhou, HM Lyu - Acta Geotechnica, 2021 - Springer
The bidirectional long short-term memory (Bi-LSTM) network is an innovative computation
paradigm that learns bidirectional long-term dependencies between time steps and …

[HTML][HTML] Artificial neural network optimized by differential evolution for predicting diameters of jet grouted columns

PGA Njock, SL Shen, A Zhou, G Modoni - Journal of Rock Mechanics and …, 2021 - Elsevier
A novel and effective artificial neural network (ANN) optimized using differential evolution
(DE) is first introduced to provide a robust and reliable forecasting of jet grouted column …

[HTML][HTML] A new prediction method for the rheological behavior of grout with bottom ash for jet grouting columns

H Güllü - Soils and Foundations, 2017 - Elsevier
Among the many variables involved in jet grout technology, dealing with the complex
phenomena of grout flow, specifically related to the pumping pressure (shear stress), the …

Recent advances in horizontal jet grouting (HJG): an overview

PG Atangana Njock, JS Shen, G Modoni… - Arabian journal for …, 2018 - Springer
This paper discusses recent advances in the implementation of horizontal jet grouting (HJG)
for the ground improvement of soft soil. Field trials of HJG were undertaken in soft soils in …

[HTML][HTML] Micromechanical investigation of grouting in soils

K Boschi, CG di Prisco, MO Ciantia - International Journal of Solids and …, 2020 - Elsevier
Grouting and jet grouting are geotechnical consolidation techniques commonly employed to
improve the mechanical behaviour of soils. Although these techniques are common, the …

Field measurement and CPT-based settlement prediction of existing railway subgrade reinforced by battered helical piles with grouted shafts

K Shao, Q Su, K Liu, S Yang, R Qiu, T Wang - Transportation Geotechnics, 2024 - Elsevier
In order to ensure the normal operation of the existing freight railway, it is difficult to adopt
the common reinforcement measures (eg, jet grouting or deep mixing) to meet the …

Modeling diameter of jet grouting columns using Bayesian framework

LS Zhao, Y Chen, Y Wang - International Journal for Numerical …, 2023 - Wiley Online Library
This study proposes a new model in explicit form to predict the diameter of the jet grouting
column of three popular jet grouting systems (ie, single, double, and triple). The proposed …

Upgrading the prediction of jet grouting column diameter using deep learning with an emphasis on high energies

E Diaz, R Tomás - Acta Geotechnica, 2021 - Springer
This article proposed a new method to estimate the diameter of jet grouting columns. The
method uses the largest data collection of column diameters measured to date and includes …