2023
DOI: 10.1021/acs.jpclett.3c01635
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Identification of Material Dimensionality Based on Force Constant Analysis

Mohammad Bagheri,
Ethan Berger,
Hannu-Pekka Komsa

Abstract: Identification of low-dimensional structural units from the bulk atomic structure is a widely used approach for discovering new low-dimensional materials with new properties and applications. Such analysis is usually based solely on bond-length heuristics, whereas an analysis based on bond strengths would be physically more justified. Here, we study dimensionality classification based on the interatomic force constants of a structure with different approaches for selecting the bonded atoms. The implemented app… Show more

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“…Several magnetic representatives such as 2D hematene and ilmenene are derived from natural ores of transition metal oxides hematite (α-Fe 2 O 3 ) and ilmenite (FeTiO 3 ). These are complemented by various other compounds identified in experiments and several dozens of systems suggested by recent data-driven investigations. While these materials are also studied for their catalytic, , electrochemical, and optoelectronic properties, the magnetic features related to potential room temperature ferromagnetism and spin canting are attracting particular attention. ,,, …”
mentioning
confidence: 99%
“…Several magnetic representatives such as 2D hematene and ilmenene are derived from natural ores of transition metal oxides hematite (α-Fe 2 O 3 ) and ilmenite (FeTiO 3 ). These are complemented by various other compounds identified in experiments and several dozens of systems suggested by recent data-driven investigations. While these materials are also studied for their catalytic, , electrochemical, and optoelectronic properties, the magnetic features related to potential room temperature ferromagnetism and spin canting are attracting particular attention. ,,, …”
mentioning
confidence: 99%