2022 journal article

Assessing the accuracy of compound formation energies with quantum Monte Carlo


By: E. Isaacs*, H. Shin*, A. Annaberdiyev n, C. Wolverton*, L. Mitas n, A. Benali*, O. Heinonen*

co-author countries: United States of America 🇺🇸
Source: Web Of Science
Added: July 18, 2022

Accurately predicting the formation energy of a compound, which describes its thermodynamic stability, is a key challenge in materials physics. Here, we employ a many-body quantum Monte Carlo (QMC) with single-reference trial functions to compute the formation energy of two electronically disparate compounds, the intermetallic $\mathrm{V}{\mathrm{Pt}}_{2}$ and the semiconductor CuI, for which standard density functional theory (DFT) predictions using both the Perdew-Burke-Ernzerhof (PBE) and the strongly constrained and appropriately normed (SCAN) density functional approximations deviate markedly from available experimental values. For $\mathrm{V}{\mathrm{Pt}}_{2}$, we find an agreement between QMC, SCAN, and PBE0 estimates, which therefore remain in disagreement with the much less exothermic experimental value. For CuI, the QMC result agrees with neither SCAN nor PBE pointing towards DFT exchange-correlation biases, likely related to the localized Cu $3d$ electrons. Compared to the behavior of some density functional approximations within DFT, spin-averaged QMC exhibits a smaller but still appreciable deviation when compared to experiment. The QMC result is slightly improved by incorporating spin-orbit corrections for CuI and solid ${\mathrm{I}}_{2}$, so that experiment and theory are brought into imperfect but reasonable agreement within about 120 meV/atom.