npj Computational Materials (Jun 2024)

Downfolding from ab initio to interacting model Hamiltonians: comprehensive analysis and benchmarking of the DFT+cRPA approach

  • Yueqing Chang,
  • Erik G. C. P. van Loon,
  • Brandon Eskridge,
  • Brian Busemeyer,
  • Miguel A. Morales,
  • Cyrus E. Dreyer,
  • Andrew J. Millis,
  • Shiwei Zhang,
  • Tim O. Wehling,
  • Lucas K. Wagner,
  • Malte Rösner

DOI
https://doi.org/10.1038/s41524-024-01314-6
Journal volume & issue
Vol. 10, no. 1
pp. 1 – 12

Abstract

Read online

Abstract Model Hamiltonians are regularly derived from first principles to describe correlated matter. However, the standard methods for this contain a number of largely unexplored approximations. For a strongly correlated impurity model system, here we carefully compare a standard downfolding technique with the best possible ground-truth estimates for charge-neutral excited-state energies and wave functions using state-of-the-art first-principles many-body wave function approaches. To this end, we use the vanadocene molecule and analyze all downfolding aspects, including the Hamiltonian form, target basis, double-counting correction, and Coulomb interaction screening models. We find that the choice of target-space basis functions emerges as a key factor for the quality of the downfolded results, while orbital-dependent double-counting corrections diminish the quality. Background screening of the Coulomb interaction matrix elements primarily affects crystal-field excitations. Our benchmark uncovers the relative importance of each downfolding step and offers insights into the potential accuracy of minimal downfolded model Hamiltonians.