[HTML][HTML] Multivariate adaptive regression splines analysis for 3D slope stability in anisotropic and heterogenous clay

J Shiau, S Keawsawasvong - Journal of Rock Mechanics and …, 2023 - Elsevier
Little research can be found in relation to the stability of anisotropic and heterogenous soils
in three dimensions. In this paper, we propose a study on the three-dimensional (3D) …

Editorial for Internet of Things (IoT) and Artificial Intelligence (AI) in geotechnical engineering

H Zhu, A Garg, XB Yu, HW Zhou - Journal of Rock …, 2022 - ui.adsabs.harvard.edu
We are privileged to be invited by the Honorary Editor-in-Chief, Professor Qihu Qian, Editor-
in-Chief, Professor Xia-Ting Feng, and the editorial staff of the Journal of Rock Mechanics …

Support vector regression optimized by black widow optimization algorithm combining with feature selection by MARS for mining blast vibration prediction

G Xu, X Wang - Measurement, 2023 - Elsevier
Ground vibration induced by mine blasting is the most significant adverse effect on nearby
residents and surroundings. Accurate prediction of blasting vibration using limited monitor …

[HTML][HTML] Estimation of the coal higher heating value for energy systems relied on ultimate analysis with machine learning techniques

PJ García–Nieto, E García–Gonzalo… - Fuel, 2024 - Elsevier
The calorific value of solid fuels, also referred to as the gross calorific value (GCV) or the
higher heating value (HHV), is a crucial property for its use as a fuel in energy systems. The …

RQD modeling using statistical-assisted SRT with compensated ERT methods: Correlations between borehole-based and SRT-based RMQ models

AS Akingboye - Physics and Chemistry of the Earth, Parts A/B/C, 2023 - Elsevier
In complex tropical granitic terrains, foundation rocks' bearing strength is important in
infrastructure design, while bedrock fractures that adversely impact engineering structures …

Simple procedure for preliminary estimation of the permeability of randomly fractured rock masses

HT Eid, MZEB Elshafie, B O'Sullivan - International Journal of …, 2024 - ascelibrary.org
A data-driven approach is used to show the significant discrepancy between the coefficients
of permeability that are estimated through packer field tests and those back-calculated from …

Application of soft computing and statistical methods to predict rock mass permeability

SM Alizadeh, A Iraji - Soft Computing, 2023 - Springer
Permeability is one of the important issues that must be considered in the investigation of
dam sites. Determination of this parameter in the boreholes is time-consuming, costly, and in …

[HTML][HTML] Rectangular tunnel heading stability in three dimensions and its predictive machine learning models

J Shiau, S Keawsawasvong, T Promwichai… - Journal of Rock …, 2024 - Elsevier
Tunnel heading stability in two dimensions (2D) has been extensively investigated by
numerous scholars in the past decade. One significant limitation of 2D analysis is the …

Confined aquifer dewatering optimization with a modified simulation–optimization method capable of determining the optimal well screen length and depth

Y Sun, S Liu, C Zhang, W Chen, X Zhang, X Wang… - Journal of …, 2024 - Elsevier
Simulation-optimization methods are widely used in dewatering optimization. However,
traditional simulation–optimization methods do not address the optimization of well screen …

Uncertainty quantification of steady-state seepage through earth-fill dams by random finite element method and multivariate adaptive regression splines

M Kheiry, F Kalateh - Journal of Hydraulic Structures, 2023 - jhs.scu.ac.ir
This paper aims to investigate the effects of uncertainty in soil characteristics and dam
geometry on seepage flow using the hybrid Multivariate Adaptive Regression Splines …