Accurate force-field methodology capturing atomic reconstructions in transition metal dichalcogenide moir\'e systems
Carl Emil M{\o}rch Nielsen, Miguel da Cruz, Abderrazak Torche, Gabriel, Bester

TL;DR
This paper introduces a generalized force-field approach for accurately modeling atomic reconstructions in large twisted transition metal dichalcogenide heterostructures, enabling efficient relaxation and analysis of their moiré patterns.
Contribution
The authors develop a transferable force-field parameterization that reproduces DFT results for large moiré systems, facilitating detailed structural and electronic analysis.
Findings
Force-field parameters achieve <20 meV accuracy in band structure comparison with DFT.
Relaxation significantly alters the moiré potential, making it deeper and wider.
Atomic reconstruction is prominent at twist angles below 4-5 degrees.
Abstract
In this work, a generalized force-field methodology for the relaxation of large moir\'e heterostructures is proposed. The force-field parameters are optimized to accurately reproduce the structural degrees of freedom of some computationally manageable cells relaxed using density functional theory. The parameters can then be used to handle large moir\'e systems. We specialize to the case of 2H-phased twisted transition-metal dichalcogenide homo- and heterobilayers using a combination of the Stillinger-Weber intralayer- and the Kolmogorov-Crespi interlayer-potential. Force-field parameters are developed for all combinations of MX for and . The results show agreement within 20 meV in terms of band structure between density functional theory and force-field relaxation. Using the relaxed structures, a…
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
Topics2D Materials and Applications · Machine Learning in Materials Science · Quantum Dots Synthesis And Properties
