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Reliability Assessment of Empirical Equations, ANN and MARS Models for Predicting the Mode I Fracture Toughness from Non-destructive Rock Properties by Abiodun Ismail Lawal; Sangki Kwon is a scholarly article available to read on EtoBox.

What is Reliability Assessment of Empirical Equations, ANN and MARS Models for Predicting the Mode I Fracture Toughness from Non-destructive Rock Properties about?

Highlights • Mode I fracture toughness is highly imperative in various rock mechanics applications.• Machine learning models are proposed for accurate prediction of mode I fracture toughness.• The reliability assessment of the empirical equations and proposed models enables the selection of the most suitable among them. • The reliability analysis revealed that some of the models assessed are unsuitable for fracture toughness prediction.

Author

Abiodun Ismail Lawal; Sangki Kwon

Publisher

Springer Science and Business Media LLC

Published

2023

Language

EN