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cond-mat.mtrl-sci2026★ 1 cited
A critical assessment of bonding descriptors for predicting materials properties
Aakash Ashok Naik, Nidal Dhamrait, Katharina Ueltzen +4
Most machine learning models for materials science rely on descriptors based on materials compositions and structures, even though the chemical bond has been proven to be a valuabl…
cond-mat.mtrl-sci2023
A Quantum-Chemical Bonding Database for Solid-State Materials
Aakash Ashok Naik, Christina Ertural, Nidal Dhamrait +2
An in-depth insight into the chemistry and nature of the individual chemical bonds is essential for understanding materials. Bonding analysis is thus expected to provide important…