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Maximally localized Wannier functions: Theory and applications

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54<br />

Typically one chooses to solve for either the electric<br />

field E nk<br />

or the magnetic field H nk<br />

. Once the Bloch<br />

states for the periodic crystal are obtained, a basis of<br />

magnetic or electric field <strong>Wannier</strong> <strong>functions</strong> may be constructed<br />

using the usual definition, e.g., for the magnetic<br />

field<br />

W (H)<br />

nR (r) =<br />

V<br />

(2π) 3 ∫BZ<br />

dk e −ik·R ∑ m<br />

U (k)<br />

mnH mk (r), (145)<br />

Due to the localization <strong>and</strong> compactness of the basis,<br />

these matrix equations may be solved efficiently to find<br />

frequencies of <strong>localized</strong> cavity modes, dispersion relations<br />

for waveguides, <strong>and</strong> the transmission <strong>and</strong> reflection<br />

properties of complex waveguide structures. Fig. 35,<br />

for example, shows the photonic b<strong>and</strong> structure for a<br />

three-dimensional photonic crystal structure with a twodimensional<br />

defect.<br />

satisfying orthogonality relations<br />

∫<br />

dr W (H)∗<br />

nR · W(H) n ′ R = δ ′ nn ′δ RR ′, (146)<br />

where the unitary transformation U (k)<br />

mn is chosen in the<br />

same way described in Sec. II such that the sum of the<br />

quadratic spreads of the <strong>Wannier</strong> <strong>functions</strong> is minimized,<br />

i.e., such that the <strong>Wannier</strong> <strong>functions</strong> are maximally <strong>localized</strong>.<br />

Concentrating on the magnetic field, it may be exp<strong>and</strong>ed<br />

in the basis of <strong>Wannier</strong> <strong>functions</strong> with some expansion<br />

coefficients c nR ,<br />

H(r) = ∑ nR<br />

c nR W (H)<br />

nR<br />

(r), (147)<br />

which on substitution into Eq. (142) gives the tightbinding<br />

representation of the wave-equation for the magnetic<br />

field in the <strong>Wannier</strong> function basis.<br />

The utility of the approach becomes evident when considering<br />

the presence of a defect in the dielectric lattice<br />

such that ϵ r (r) → ϵ r (r) + δϵ(r). The magnetic field wave<br />

equations become<br />

∇ × ([ ϵ −1<br />

r<br />

where<br />

(r) + ∆ −1 (r) ] ∇ × H(r) ) = ω2<br />

H(r), (148)<br />

c2 ∆(r) =<br />

−δϵ(r)<br />

ϵ r (r)[ϵ r (r) + δϵ(r)] . (149)<br />

Using the <strong>Wannier</strong> <strong>functions</strong> from the defect-free calculation<br />

as a basis in which to exp<strong>and</strong> H(r), as in Eq. (147),<br />

the wave equations may be written in matrix form,<br />

where<br />

∑ (<br />

)<br />

A RR′<br />

nn + ′ BRR′ nn c ′ n′ R ′ = ω2<br />

c 2 c nR, (150)<br />

n ′ R ′<br />

A RR′<br />

nn = V<br />

′ (2π)<br />

∫BZ<br />

3 dk e ∑ ik·(R−R′ )<br />

m<br />

<strong>and</strong><br />

B RR′<br />

nn ′<br />

= ∫<br />

U (k)†<br />

nm<br />

( ωmk<br />

c<br />

) 2<br />

U<br />

(k)<br />

mn ′,<br />

(151)<br />

dr ∆(r) [∇ × W nR (r)] ∗ · [∇ × W n′ R ′(r)] .<br />

(152)<br />

FIG. 35 (Color online) Photonic b<strong>and</strong> structure (bottom) of<br />

the 3D Si woodpile structure intercalated with a 2D layer<br />

consisting of a square lattice of square rods (top left). Solid<br />

lines indicate the photonic b<strong>and</strong> structure calculated by the<br />

plane-wave expansion (PWE) method, <strong>and</strong> black points indicate<br />

that reproduced by the MLWFs. Shaded regions indicate<br />

the photonic b<strong>and</strong> structure of the woodpile projected onto<br />

the 2D k ∥ space. The square rods in the 2D layer are chosen<br />

to structurally match the woodpile. The thickness of the<br />

layer is 0.8a, where a is the lattice parameter of the woodpile<br />

structure. Top right: absolute value of the 17th MLWF of the<br />

magnetic field in the yz plane. Adapted from Takeda et al.<br />

(2006).<br />

C. Cold atoms in optical lattices<br />

A good 70 years after Albert Einstein predicted that a<br />

system of non-interacting bosons would undergo a phase<br />

transition to a new state of matter in which there is<br />

macroscopic occupation of the lowest energy quantum<br />

state, major achievements in laser cooling <strong>and</strong> evaporative<br />

cooling of atoms enabled the first experimental realizations<br />

of Bose-Einstein condensation (Anderson et al.,

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