Unlocking the Potential of Mg-Doped Rare Earth Manganites: Machine Learning-Guided Synthesis and Insights into Structural and Optical Properties

Unlocking the Potential of Mg-Doped Rare Earth Manganites: Machine Learning-Guided Synthesis and Insights into Structural and Optical Properties

By leveraging machine learning insights from prior perovskite studies and employing the sol–gel method, we successfully synthesized two novel perovskite nanoceramics—M<sub>0.5</sub> Ca<sub>0.25</sub>Mg<sub>0.25</sub>MnO<sub>3</sub> (M = La, Pr)—as mult...

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Bibliographic Details
Main Authors: Chikh Lakhdar Ben Messaoud, Zoulikha Hebboul, Ibn Khaldoun Lefkaier, Ahmed Draoui, Ahmed Lamine Ben Kamri, Souraya Goumri-Said, Mohammed Benali Kanoun, Romualdo S. Silva, José A. Alonso, Sophie Laurent
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Nanomaterials
Subjects:
nanomanganites
perovskite
Mg doping
sol–gel
SEM
gap energy
Online Access:https://www.mdpi.com/2079-4991/15/7/561
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