Charge sloshing: Difference between revisions

From VASP Wiki
No edit summary
No edit summary
 
Line 62: Line 62:


To prevent charge sloshing {{VASP}} uses [[:Category:Density_mixing | density mixing]] in the [[self-consistency cycle]].
To prevent charge sloshing {{VASP}} uses [[:Category:Density_mixing | density mixing]] in the [[self-consistency cycle]].
== Related tags and articles ==
{{TAG|ICHARG}}, {{TAG|AMIX}}, {{TAG|BMIX}}, {{TAG|AMIX_MAG}}, {{TAG|BMIX_MAG}}, [[Troubleshooting electronic convergence]]


[[Category:Theory]][[Category:Electronic minimization]][[Category:Density mixing]]
[[Category:Theory]][[Category:Electronic minimization]][[Category:Density mixing]]

Latest revision as of 09:30, 17 October 2024

Fig. 1: A handwaving illustration of charge sloshing.

A very handwaving illustration of the phenomenon of charge sloshing during the electronic optimization is shown in Fig. 1:

  • Suppose we have a system with two chemically identical sites (Site 1 and 2), and suppose that in step N of the electronic optimization the situation is as follows:
At the beginning of iteration N, Site 1 is occupied by 2 electrons, Site 2 is empty. After the refinement of the one-electron orbitals, however, the lowest eigenstate associated with Site 2 lies below the occupied state at Site 1.
  • In step N+1 the situation is reversed: the two electrons that were on Site 1 now are on Site 2, and after the refinement of the one-electron orbitals the lowest lying state at Site 1 will lie below the occupied state at Site 2.
  • In subsequent steps the situation will bounce back-and-forth between the two aforementioned states, without ever reaching the "groundstate" depicted on the right in Fig. 1, where both Site 1 as well as Site 2 are occupied by a single electron.


A bit more mathematical explanation for the occurrence of charge sloshing goes as follows:

  • Consider a metal, with "free electron"-like states at the Fermi-level, and consider a very large supercell, in which a single k-point suffices to sample the Brillouin zone, and hence all states are folded back to this point in the Brillouin zone.
The state just below the Fermi-level is approximately given by , and the one above the Fermi-level by . The former is occupied and the latter is not.
  • During the electronic optimization, orbitals and will hybridize. This happens because the gradient of the total energy with respect to the orbitals has a so-called subspace rotational component:
where are the partial occupancies, and
is the Hamiltonian expressed within the subspace spanned by the current orbitals .
A suitable search direction along the subspace rotational part of the gradient is given by a small unitary rotation between orbitals and :
where denotes the stepsize.
  • The aformentioned change in the orbitals leads to a long-wavelength change in the charge density:
and the consequent change in the Hartree potential due to this long-wavelength change in the density is given by:
The factor in the above is in fact the principal origin of charge sloshing: a long-wavelength change in the charge density leads to a strongly amplified change in the electrostatic potential.
  • In our example, the smallest possible is proportional to L, the maximum extent of the supercell:
,
and thus the response in the potential increases with L2, the square of the maximum extent of the supercell.
Consequently, the maximum stable step size in a direct optimization algorithm decreases inversely proportional to the square of the maximum extent of the supercell ().


The reasoning above elucidates two important aspects of charge sloshing:

  • Metals and systems with a small gap are more prone to charge sloshing than wide-gap insulators.
  • Problems due to charge sloshing increase with increasing (super)cell size.


To prevent charge sloshing VASP uses density mixing in the self-consistency cycle.

Related tags and articles

ICHARG, AMIX, BMIX, AMIX_MAG, BMIX_MAG, Troubleshooting electronic convergence