Introducing stacking machine learning approaches for the prediction of rock deformation

M Koopialipoor, PG Asteris, AS Mohammed… - Transportation …, 2022 - Elsevier
Accurate and reliable predictions of rock deformations are crucial in many rock-based
projects in civil and mining engineering. In this research, a new system for the prediction of …

A comprehensive analysis on the relationships between elastic wave velocities and petrophysical properties of sedimentary rocks based on laboratory measurements

S Garia, AK Pal, K Ravi, AM Nair - Journal of Petroleum Exploration and …, 2019 - Springer
This paper is an attempt to find the interdependence existing between petrophysical
properties and ultrasonic wave velocities. Porosity and permeability, apart from other …

[HTML][HTML] Shear wave velocity prediction: A review of recent progress and future opportunities

JO Olutoki, J Zhao, NA Siddiqui, M Elsaadany… - Energy …, 2024 - Elsevier
Shear logs, also known as shear velocity logs, are used for various types of seismic
analysis, such as determining the relationship between amplitude variation with offset (AVO) …

Dynamic compressive characteristics and damage constitutive model of coral reef limestone with different cementation degrees

Y Luo, H Gong, X Wei, S Zheng, C Pei, X Li - Construction and Building …, 2023 - Elsevier
Reef limestone has a heterogeneous, anisotropic, porous structure. According to apparent
pore characteristics, shallow reef limestone can be divided into four types: weakly-cemented …

Effects of rapid cooling treatment on heated sandstone: a comparison between water and liquid nitrogen cooling

Q Li, T Yin, X Li, S Zhang - Bulletin of Engineering Geology and the …, 2020 - Springer
Rock mass is frequently subjected to rapid cooling in many temperature-dependent
engineering applications. In this paper, to understand the effects of water and liquid nitrogen …

[HTML][HTML] Microwave irradiation-induced deterioration of rock mechanical properties and implications for mechanized hard rock excavation

Z Yang, M Tao, MB Memon, D Zhuang… - Journal of Rock Mechanics …, 2025 - Elsevier
In this study, a novel microwave-water cooling-assisted mechanical rock breakage method
was proposed to address the issues of severe tool wear at elevated temperatures, poor rock …

[HTML][HTML] Prediction of brittle rock failure severity: An approach based on rock mass failure progress

S Qi, S Guo, MF Waqar, G Luo, S Zhang - Journal of Rock Mechanics and …, 2024 - Elsevier
This study presents the classification and prediction of severity for brittle rock failure,
focusing on failure behaviors and excessive determination based on damage depth. The …

Static elastic modulus of rocks predicted through regression models and Artificial Neural Network

G Pappalardo, S Mineo - Engineering Geology, 2022 - Elsevier
The statistical analysis of the main physical, mechanical and ultrasonic features of various
sedimentary rock samples (limestone, calcarenite, marly calcisiltite and sandstone) is …

InfraRed Thermography proposed for the estimation of the Cooling Rate Index in the remote survey of rock masses

G Pappalardo, S Mineo, SP Zampelli, A Cubito… - International Journal of …, 2016 - Elsevier
InfraRed Thermography has been tested herein for the study of the fracturing condition of
intensely jointed rock masses, in order to find out what kind of information can be assessed …

[HTML][HTML] Effect of intermittent joint distribution on the mechanical and acoustic behavior of rock masses

S Fu, H Li, L Liu, D Wu, B Wang - Journal of Rock Mechanics and …, 2024 - Elsevier
The mechanical characteristics and acoustic behavior of rock masses are greatly influenced
by stochastic joints. In this study, numerical models of rock masses incorporating intermittent …