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State-of-the-art review of machine learning and optimization algorithms applications in environmental effects of blasting
The technological difficulties related with blasting operations have become increasingly
significant. It is crucial to give due consideration to the evaluation of rock fragmentation and …
significant. It is crucial to give due consideration to the evaluation of rock fragmentation and …
Knowledge map** of research progress in blast-induced ground vibration from 1990 to 2022 using CiteSpace-based scientometric analysis
Blasting constitutes an essential component of the mining and construction industries.
However, the associated nuisances, particularly blast vibration, have emerged as significant …
However, the associated nuisances, particularly blast vibration, have emerged as significant …
Assessment of the ground vibration during blasting in mining projects using different computational approaches
The investigation compares the conventional, advanced machine, deep, and hybrid learning
models to introduce an optimum computational model to assess the ground vibrations …
models to introduce an optimum computational model to assess the ground vibrations …
Prediction of pile bearing capacity using XGBoost algorithm: modeling and performance evaluation
M Amjad, I Ahmad, M Ahmad, P Wróblewski… - Applied Sciences, 2022 - mdpi.com
The major criteria that control pile foundation design is pile bearing capacity (Pu). The load
bearing capacity of piles is affected by the various characteristics of soils and the …
bearing capacity of piles is affected by the various characteristics of soils and the …
Develo** a hybrid model of Jaya algorithm-based extreme gradient boosting machine to estimate blast-induced ground vibrations
Blasting is still being considered to be one the most important applicable alternatives for
conventional excavations. Ground vibration generated due to blasting is an undesirable …
conventional excavations. Ground vibration generated due to blasting is an undesirable …
Propagation characteristics and prediction of blast-induced vibration on closely spaced rock tunnels
X Wang, J Li, X Zhao, Y Liang - Tunnelling and Underground Space …, 2022 - Elsevier
Excessive blast-induced vibration may cause damage and even the collapse of
underground tunnels, and the monitoring and prediction of vibration have an important …
underground tunnels, and the monitoring and prediction of vibration have an important …
Prediction of ground vibration induced by blasting operations through the use of the Bayesian Network and random forest models
The present study aims to compare the performance of two machine learning techniques
that can unveil the relationship between the input and target variables and predict the …
that can unveil the relationship between the input and target variables and predict the …
Prediction of ground vibration due to mine blasting in a surface lead–zinc mine using machine learning ensemble techniques
Ground vibration due to blasting is identified as a challenging issue in mining and civil
activities. Peak particle velocity (PPV) is one of the blasting undesirable consequences …
activities. Peak particle velocity (PPV) is one of the blasting undesirable consequences …
[HTML][HTML] Modeling groundwater potential using novel GIS-based machine-learning ensemble techniques
Study region The present study has been carried out in the Tabriz River basin (5397 km 2) in
north-western Iran. Elevations vary from 1274 to 3678 m above sea level, and slope angles …
north-western Iran. Elevations vary from 1274 to 3678 m above sea level, and slope angles …
Prediction of blast-induced ground vibration in an open-pit mine by a novel hybrid model based on clustering and artificial neural network
H Nguyen, C Drebenstedt, XN Bui, DT Bui - Natural Resources Research, 2020 - Springer
Ground vibration (PPV) is one of the hazard effects induced by blasting operations in open-
pit mines, which can affect the surrounding structures, particularly the stability of benches …
pit mines, which can affect the surrounding structures, particularly the stability of benches …