Machine learning-driven optimization of ammonia decomposition catalysts: A multi-model comparative study with hyperparameter tuning and synthetic data augmentation

Molecular Catalysis 2026

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Authors: M. A. Shadab Siddiqui, Radif Uddin Ahmed, Sabbir Alom Shuvo, Md Shaib Hossain, Shoaib Mahmud, Md Mamunur Rahman, Wahid Billah, Mst Nusrat Yasmin, Jahril Nur Fauzan, Fahad Alam, M. Nasiruzzaman Shaikh
DOI: 10.1016/j.mcat.2026.115935
Cited by: 1
References: 146

Fields of Study & Subjects

Ammonia Synthesis and Nitrogen Reduction Machine Learning in Materials Science Inorganic Chemistry and Materials

Publication details

Journal / source
Molecular Catalysis
Publisher
Elsevier BV
Volume
599
Pages
115935–115935
Publication date
11 May 2026
Language
EN