From prediction to understanding: A review of XAI applications and innovations in materials science

Computational Materials Science 2026

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Authors: Fiorella Cravero, Ignacio Ponzoni, Mónica F. Díaz, Gustavo E. Vázquez
DOI: 10.1016/j.commatsci.2026.114493
Cited by: 8
References: 154

Fields of Study & Subjects

Machine Learning in Materials Science Advanced Electron Microscopy Techniques and Applications X-ray Diffraction in Crystallography

Publication details

Journal / source
Computational Materials Science
Publisher
Elsevier BV
Volume
267
Pages
114493–114493
Publication date
12 February 2026
Language
EN