Optimization of neural-network model using a meta-heuristic algorithm for the estimation of dynamic Poisson’s ratio of selected rock types

This research focuses on the predictive modeling between rocks' dynamic properties and the optimization of neural network models. For this purpose, the rocks' dynamic properties were measured in terms of quality factor (Q), resonance frequency (FR), acoustic impedance (Z), oscillation deca...

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Bibliographic Details
Published in:	Scientific reports Vol. 13; no. 1; pp. 11089 - 18
Main Authors:	Waqas, Umer, Ahmed, Muhammad Farooq, Rashid, Hafiz Muhammad Awais, Al-Atroush, Mohamed Ezzat
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 08.07.2023 Nature Publishing Group Nature Portfolio
Subjects:	639/166 639/166/986 Algorithms Heuristic Heuristics Humanities and Social Sciences Learning multidisciplinary Neural networks Neural Networks, Computer Neurons Pattern recognition Poisson's ratio Problem solving Rocks Science Science (multidisciplinary)
ISSN:	2045-2322, 2045-2322
Online Access:	Get full text
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