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T. A. S. Pereira

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Review Open access Feb 2026

Chalcogen Impurity Barriers in 2D Systems via Semi-Empirical/Machine Learning Modeling: A Survey of 4000 Materials

Adequate characterization of two-dimensional (2D) materials with low energy barriers for impurity adsorption is key for advancing applications based on catalysis, sensing, and surface functionalization. However, first-principles methods, such as density functional theory, are often computationally extremely expensive f...

M. L. Pereira, M. G. E. da Luz, P. Cesana et al. · 0 citations

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