Unified chemical theory of structure and bonding in elemental metals
Yuanhui Sun, Lei Zhao, Chris J. Pickard, Russell J. Hemley, Yonghao, Zheng, Maosheng Miao

TL;DR
This paper introduces a simple, unified theory based on high-throughput calculations that explains the structural diversity and phase transitions in elemental metals, emphasizing the role of chemical interactions and electron localization.
Contribution
It presents a novel, unified theoretical framework that explains the stability of various metallic structures and phase transitions through chemical interactions and electron localization.
Findings
Broadened understanding of metallic bonding
Explains stability of simple and complex structures
Highlights role of electron localization
Abstract
Most elemental metals under ambient conditions adopt simple structures such as BCC, FCC and HCP in specific groupings across the Periodic Table, and on compression, many of these elements undergo transitions to surprisingly complex structures, including open and low-symmetry phases not expected from conventional free-electron based theories of metals. First-principles calculations have been able to reproduce many observed structures and transitions, but a unified, predictive theory of bonding that underlies this behavior is not yet in hand. We propose a remarkably simple theory based on large-scale high-throughput calculations of the elements over a broad range of thermodynamic conditions. The results broaden the conventional concept of metallic bonding with a new perspective that both explains the stability of different simple structures as well as lower symmetry phases arising from…
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.
Taxonomy
TopicsMachine Learning in Materials Science · X-ray Diffraction in Crystallography · Surface and Thin Film Phenomena
