[HTML][HTML] A novel Bayesian network approach for predicting soil-structure interactions induced by deep excavations

SC Jong, DEL Ong - Tunnelling and Underground Space Technology, 2024 - Elsevier
The demand for deep excavations to construct underground infrastructure has been growing
in metropolitan cities due to rapid urban development and limited land space. In this original …

A novel Bayesian inference method for predicting optimum strength gain in sustainable geomaterials for greener construction

SC Jong, DEL Ong, E Oh - Construction and Building Materials, 2022 - Elsevier
There has been growing research interests in the study of sustainable geomaterials to
reduce or replace the use of cement to promote greener construction. A machine learning …

Developing artificial neural network models to predict corrosion of reinforcement in mechanically stabilized earth walls

TH Nguyen, TL Chau, T Hoang, T Nguyen - Neural Computing and …, 2023 - Springer
Corrosion of reinforcement in mechanically stabilized earth (MSE) walls is mainly due to
physical and chemical properties of back-fill materials, types of metal reinforcement, and …

[HTML][HTML] A Bayesian inference framework for geomaterial characterization and evaluation of complex soil-structure interactions

SC Jong, DEL Ong - Computers and Geotechnics, 2024 - Elsevier
This research developed a robust Bayesian framework for evaluating geomaterials and soil-
structure interactions involving deep excavation, utilizing Bayesian Regression and …

Optimization design of cement mixing columns supported height embankment using Plaxis remote scripting and Gene-expression programming technique

VN Pham - Advances in Engineering Software, 2024 - Elsevier
This paper is going to present the advanced feature in Plaxis using remote scripting with
Python wrapper. Python allows engineers to create Plaxis models, calculate construction …

Runway groove closure prediction modelling by gene expression programming (GEP)

MT Miah, E Oh, G Chai, P Bell - Road Materials and Pavement …, 2023 - Taylor & Francis
Grooving on the runway is proven to improve frictional braking resistance and reduce the
risk of hydroplaning during wet weather and maintain skid-resistant surfaces. Nonetheless …

Estimating Unconfined Compression Strength of Fly Ash and Cement Stabilised Clayey Soil using Artificial intelligence Techniques

VN Pham, E Oh, DEL Ong… - IOP Conference Series …, 2023 - iopscience.iop.org
The study aims to develop proposed predictive formulas for determining the unconfined
compression strength (UCS) of fly ash and cement stabilised clayey soil based on Multi …