Closed-form equation for estimating unconfined compressive strength of granite from three non-destructive tests using soft computing models
The use of three artificial neural network (ANN)-based models for the prediction of
unconfined compressive strength (UCS) of granite using three non-destructive test …
unconfined compressive strength (UCS) of granite using three non-destructive test …
Application of Six Metaheuristic Optimization Algorithms and Random Forest in the uniaxial compressive strength of rock prediction
J Li, C Li, S Zhang - Applied Soft Computing, 2022 - Elsevier
The uniaxial compressive strength (UCS) is one of the most important parameters for
judging the mechanical behaviour of rock mass in rock engineering design and excavation …
judging the mechanical behaviour of rock mass in rock engineering design and excavation …
[HTML][HTML] Predicting roof displacement of roadways in underground coal mines using adaptive neuro-fuzzy inference system optimized by various physics-based …
Due to the rapid industrialization and the development of the economy in each country, the
demand for energy is increasing rapidly. The coal mines have to pace up the mining …
demand for energy is increasing rapidly. The coal mines have to pace up the mining …
Machine learning techniques to predict rock strength parameters
To accurately estimate the rock shear strength parameters of cohesion (C) and friction angle
(φ), triaxial tests must be carried out at different stress levels so that a failure envelope can …
(φ), triaxial tests must be carried out at different stress levels so that a failure envelope can …
A deep learning method for the prediction of the index mechanical properties and strength parameters of marlstone
The index mechanical properties, strength, and stiffness parameters of rock materials (ie,
uniaxial compressive strength, c, ϕ, E, and G) are critical factors in the proper geotechnical …
uniaxial compressive strength, c, ϕ, E, and G) are critical factors in the proper geotechnical …
A novel systematic and evolved approach based on XGBoost-firefly algorithm to predict Young's modulus and unconfined compressive strength of rock
To design the tunnel excavations, the most important parameters are the engineering
properties of rock, eg, Young's modulus (E) and unconfined compressive strength (UCS) …
properties of rock, eg, Young's modulus (E) and unconfined compressive strength (UCS) …
[HTML][HTML] Prediction of uniaxial compressive strength and modulus of elasticity for Travertine samples using an explainable artificial intelligence
The durability of rocks is a substantial rock property that has to be considered for designing
geotechnical structures. Uniaxial compressive strength (UCS) and Young's modulus (E) are …
geotechnical structures. Uniaxial compressive strength (UCS) and Young's modulus (E) are …
An ANN-adaptive dynamical harmony search algorithm to approximate the flyrock resulting from blasting
Blasting is the cheapest and most common method of rock excavation. The basic purpose of
blasting is to breakage and displacement of rock mass and, on the other hand, it has some …
blasting is to breakage and displacement of rock mass and, on the other hand, it has some …
Evolving support vector regression using Grey Wolf optimization; forecasting the geomechanical properties of rock
C Xu, M Nait Amar, MA Ghriga, H Ouaer… - Engineering with …, 2022 - Springer
The geomechanical properties of rock, including shear strength (SS) and uniaxial
compressive strength (UCS), are very important parameters in designing rock structures. To …
compressive strength (UCS), are very important parameters in designing rock structures. To …
[HTML][HTML] A comparative study on the development of hybrid SSA-RF and PSO-RF models for predicting the uniaxial compressive strength of rocks
M Wang, G Zhao, W Liang, N Wang - Case Studies in Construction …, 2023 - Elsevier
In the field of rock engineering, uniaxial compressive strength (UCS) is a crucial mechanical
parameter that cannot be ignored. Due to the difficulty in obtaining high-quality rock core …
parameter that cannot be ignored. Due to the difficulty in obtaining high-quality rock core …