Stacking modeling with genetic algorithm-based hyperparameter tuning for uniaxial compressive strength prediction

Measuring rock strength using an uniaxial testing machine is destructive and costly, requiring high-quality rock samples. This work suggests an alternate approach that makes use of machine learning techniques to predict uniaxial compressive strength (UCS). The input parameters for this investigation...

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Bibliographic Details
Main Authors: Tanveer Alam Munshi, Khanum Popi, Labiba Nusrat Jahan, M. Farhad Howladar, Mahamudul Hashan
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Applied Computing and Geosciences
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2590197425000588
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