Exploring Optimization of Zeolites as Adsorbents for Rare Earth Elements in Continuous Flow by Machine Learning Techniques

Exploring Optimization of Zeolites as Adsorbents for Rare Earth Elements in Continuous Flow by Machine Learning Techniques

Unsupervised machine learning (ML) techniques are applied to the characterization of the adsorption of rare earth elements (REEs) by zeolites in continuous flow. The successful application of principal component analysis (PCA) and K-Means algorithms from ML allowed for a wide range assessment of the...

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Bibliographic Details
Main Authors: Óscar Barros, Pier Parpot, Isabel C. Neves, Teresa Tavares
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Molecules
Subjects:
rare earth elements
zeolites
machine learning
sorption processes
circular economy
Online Access:https://www.mdpi.com/1420-3049/28/24/7964

Internet

https://www.mdpi.com/1420-3049/28/24/7964

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