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36 3 Magnetism <strong>of</strong> low dimensional systems<br />

3.3 Non-Collinear Magnetism<br />

The energy functional <strong>of</strong> a general <strong>magnetic</strong> system can be expressed in two ways, as a<br />

functional <strong>of</strong> the charge density n and the magnetization density vector field m, orasa<br />

functional <strong>of</strong> the hermitian 2 × 2 density matrix ρ. The two formulations are completely<br />

equivalent. The density matrix is defined by the following equation:<br />

ρ = 1<br />

2 n I2 + σ · m = 1<br />

� �<br />

n + mz mx − imy<br />

. (3.23)<br />

2 mx + imy n − mz<br />

where, σ is the Pauli spin space matrix. The potential matrix can be defined in the same<br />

way,<br />

� �<br />

V + μBBz μB(Bx − iBy)<br />

V = V I2 + μB σ · B =<br />

. (3.24)<br />

μB(Bx + iBy) V − μBBz<br />

The components <strong>of</strong> the density matrix are given in terms <strong>of</strong> the solutions <strong>of</strong> the Kohn-Sham<br />

equation:<br />

ραβ =<br />

N�<br />

i=1<br />

�<br />

− �2<br />

2m ∇2 I2 + V<br />

ψ ∗ i,αψi,β. (3.25)<br />

� ↑<br />

φi where, ψi,α ≡<br />

(r)<br />

φ ↓<br />

i (r)<br />

�<br />

are Pauli wave functions that reproduce the electron and the<br />

magnetization density.<br />

In an actual implementation <strong>of</strong> non-collinear magnetism in a computer program these<br />

matrix quantities are very useful, though they are less intuitive than the “physical” quantities<br />

n, m, V , and B.<br />

Using the potential matrix (3.24), the Kohn-Sham equation becomes<br />

�<br />

ψi = ɛiψi. (3.26)<br />

The kinetic energy part <strong>of</strong> the Hamiltonian is diagonal in the two spin directions. It is<br />

only the <strong>of</strong>f-diagonal part <strong>of</strong> the hermitian 2 × 2 potential matrix, e.g. V21 = μB(Bx + iBy),<br />

that couples the two components <strong>of</strong> the Pauli spinor ψi. If the B-field is collinear, the<br />

spin coordinate frame can always be chosen such that the B-field points in the spin zdirection.<br />

In this case V21, and thus the <strong>of</strong>f-diagonal part <strong>of</strong> the Hamiltonian, becomes<br />

zero, because Bx and By are zero. The notation V↑ = V + μBBz, V↓ = V − μBBz is<br />

commonly used for the diagonal elements <strong>of</strong> V in the collinear case. Since the two spin<br />

directions become completely independent, the spin-up and down problem can be solved<br />

separately in two steps. Each step can be treated like the non-<strong>magnetic</strong> problem with<br />

the appropriate potential V↑ or V↓. In practice this means that extending a non-<strong>magnetic</strong><br />

ab-<strong>initio</strong> program to collinear magnetism is rather straight forward. In addition collinear<br />

calculations are by far less costly than non-collinear ones. Since the effort required to<br />

diagonalize the Hamiltonian matrix scales with the number <strong>of</strong> basis functions to the third

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