Advanced machine learning artificial neural network classifier for lithology identification using Bayesian optimization

Identifying lithology is crucial for geological exploration, and the adoption of artificial intelligence is progressively becoming a refined approach to automate this process. A key feature of this strategy is leveraging population search algorithms to fine-tune hyperparameters, thus boosting predic...

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發表在:	Frontiers in Earth Science
Main Authors:	Saâd Soulaimani, Ayoub Soulaimani, Kamal Abdelrahman, Abdelhalim Miftah, Mohammed S. Fnais, Biraj Kanti Mondal
格式:	Article
語言:	英语
出版:	Frontiers Media S.A. 2024-11-01
主題:	geology lithology identification machine learning neural network Bayesian optimization
在線閱讀:	https://www.frontiersin.org/articles/10.3389/feart.2024.1473325/full