A Combined First Principles Study of the Structural, Magnetic, and Phonon Properties of Monolayer CrI
arXiv:2110.06731 · doi:10.1063/5.0074848
Abstract
The first magnetic 2D material discovered, monolayer (ML) CrI, is particularly fascinating due to its ground state ferromagnetism. Yet, because monolayer materials are difficult to probe experimentally, much remains unresolved about ML CrI's structural, electronic, and magnetic properties. Here, we leverage Density Functional Theory (DFT) and high-accuracy Diffusion Monte Carlo (DMC) simulations to predict lattice parameters, magnetic moments, and spin-phonon and spin-lattice coupling of ML CrI. We exploit a recently developed surrogate Hessian DMC line search technique to determine CrI's monolayer geometry with DMC accuracy, yielding lattice parameters in good agreement with recently-published STM measurements - an accomplishment given the % variability in previous DFT-derived estimates depending upon the functional. Strikingly, we find previous DFT predictions of ML CrI's magnetic spin moments are correct on average across a unit cell, but miss critical local spatial fluctuations in the spin density revealed by more accurate DMC. DMC predicts magnetic moments in ML CrI are 3.62 per chromium and -0.145 per iodine; both larger than previous DFT predictions. The large disparate moments together with the large spin-orbit coupling of CrI's I- orbital suggests a ligand superexchange-dominated magnetic anisotropy in ML CrI, corroborating recent observations of magnons in its 2D limit. We also find ML CrI exhibits a substantial spin-phonon coupling of 3.32 cm. Our work thus establishes many of ML CrI's key properties, while also continuing to demonstrate the pivotal role DMC can assume in the study of magnetic and other 2D materials.
16 pages, 13 figures
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- Toward improved property prediction of 2D materials using many-body quantum Monte Carlo methods
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