Deciphering chemical order/disorder and material properties at the single-atom level
Yongsoo Yang, Chien-Chun Chen, M. C. Scott, Colin Ophus, Rui Xu, Alan, Pryor Jr, Li Wu, Fan Sun, W. Theis, Jihan Zhou, Markus Eisenbach, Paul R. C., Kent, Renat F. Sabirianov, Hao Zeng, Peter Ercius, Jianwei Miao

TL;DR
This study precisely maps 3D atomic arrangements in an iron-platinum nanoparticle, linking atomic structure and chemical order/disorder to material properties at the single-atom level, advancing nanomaterials understanding.
Contribution
It introduces a method to determine 3D atomic coordinates and chemical species with 22 pm precision, enabling direct input into first-principles property calculations.
Findings
Identified complex structural and chemical disorder including grain boundaries and defects.
Demonstrated that atomic coordinates can predict magnetic properties.
Enabled high-precision structure-property relationship analysis.
Abstract
Correlating 3D arrangements of atoms and defects with material properties and functionality forms the core of several scientific disciplines. Here, we determined the 3D coordinates of 6,569 iron and 16,627 platinum atoms in a model iron-platinum nanoparticle system to correlate 3D atomic arrangements and chemical order/disorder with material properties at the single-atom level. We identified rich structural variety and chemical order/disorder including 3D atomic composition, grain boundaries, anti-phase boundaries, anti-site point defects and swap defects. We show for the first time that experimentally measured 3D atomic coordinates and chemical species with 22 pm precision can be used as direct input for first-principles calculations of material properties such as atomic magnetic moments and local magnetocrystalline anisotropy. This work not only opens the door to determining 3D atomic…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
