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Artificial intelligent techniques for prediction of rock strength and deformation properties–A review
M Ali, SH Lai - Structures, 2023 - Elsevier
In rock design projects, a number of mechanical properties are frequently employed,
particularly unconfined compressive strength (UCS) and deformation (E). The researchers …
particularly unconfined compressive strength (UCS) and deformation (E). The researchers …
Application of artificial intelligence in coal mine ultra-deep roadway engineering—a review
B Yu, B Wang, Y Zhang - Artificial Intelligence Review, 2024 - Springer
The deep integration of computer field and coal mining field is the only way to coal mine
intellectualization. A variety of artificial intelligence tools have been applied in open-pit and …
intellectualization. A variety of artificial intelligence tools have been applied in open-pit and …
Several tree-based solutions for predicting flyrock distance due to mine blasting
Blasting operations involve some undesirable environmental issues that may cause damage
to equipment and surrounding areas. One of them, and probably the most important one, is …
to equipment and surrounding areas. One of them, and probably the most important one, is …
A case study of resilient modulus prediction leveraging an explainable metaheuristic-based XGBoost
The resilient modulus (MR) of pavement subgrade soils is an index describing the structural
response of flexible pavement foundations. Commonly, MR under different conditions of …
response of flexible pavement foundations. Commonly, MR under different conditions of …
Prediction of uniaxial strength of rocks using relevance vector machine improved with dual kernels and metaheuristic algorithms
The uniaxial compressive strength (UCS) is an essential parameter to study rock
characteristics, determined by direct and indirect methods. However, the direct methods of …
characteristics, determined by direct and indirect methods. However, the direct methods of …
Intelligent based decision-making strategy to predict fire intensity in subsurface engineering environments
The prospect of subsurface structures taking uncontrollable fire is a significant cause of
stress held by people from all over the world. Mine fires and explosions have caused …
stress held by people from all over the world. Mine fires and explosions have caused …
Assessment of uniaxial strength of rocks: A critical comparison between evolutionary and swarm optimized relevance vector machine models
The present study compares the evolutionary and swarm-optimized relevance vector
machine (RVM) models to find the optimal model for computing rocks' uniaxial compressive …
machine (RVM) models to find the optimal model for computing rocks' uniaxial compressive …
Development of Z number-based fuzzy inference system to predict bearing capacity of circular foundations
S Hosseini, B Gordan, E Kalkan - Artificial Intelligence Review, 2024 - Springer
Precise bearing capacity prediction of circular foundations is essential in civil engineering
design and construction. The bearing capacity is affected by factors such as depth, density of …
design and construction. The bearing capacity is affected by factors such as depth, density of …
[HTML][HTML] Bayesian optimization-enhanced ensemble learning for the uniaxial compressive strength prediction of natural rock and its application
C Daniel, X Yin, X Huang, JA Busari, AI Daniel… - Geohazard …, 2024 - Elsevier
Engineering disasters, such as rockburst and collapse, are closely related to structural
instability caused by insufficient bearing capacity of geological materials. Uniaxial …
instability caused by insufficient bearing capacity of geological materials. Uniaxial …
Comprehensive study on the Python-based regression machine learning models for prediction of uniaxial compressive strength using multiple parameters in …
S Kochukrishnan, P Krishnamurthy, N Kaliappan - Scientific Reports, 2024 - nature.com
The strength of rock under uniaxial compression, commonly known as Uniaxial
Compressive Strength (UCS), plays a crucial role in various geomechanical applications …
Compressive Strength (UCS), plays a crucial role in various geomechanical applications …