T-7

Goal: the goal of this set of problems is to derive an estimate for the transition point for the Anderson model on the Bethe lattice.
Techniques: cavity method, stability analysis.

A criterion for localization

• Green functions and self-energies. Given a lattice with $N$ sites $a$, we call $|a⟩$ the wave function completely localised in site $a$. The Anderson model has Hamiltonian

  $H=W\sum _a{ϵ}_a|a⟩⟨a|-\sum _{<a,b>}{t}_{ab}(|a⟩⟨b|+|b⟩⟨a|)$

  where the local fields ${ϵ}_a$ are random variables. We introduce the Green functions $G_{ab}(z)$ and the local self-energies ${\sigma }_a(z)$: these are functions of a complex variable belonging to the upper half of the complex plane, and are defined by [NOTA SU STILTJIES]

  $G_{ab}(z)=⟨a|\frac{1}{z-H}|b⟩,G_{aa}(z)=⟨a|\frac{1}{z-H}|a⟩=\frac{1}{z-{ϵ}_a-{\sigma }_a(z)}.$

  It is clear that when the kinetic term $V$ in the Hamiltonian vanishes, the local self-energies vanish; these quantities encode how much the energy levels ${ϵ}_a$ are shifted by the presence of the kinetic term $V$. They are random functions, because the Hamiltonian contains randomness. They encode properties on the spectrum of the Hamiltonian; the local density of eigenvalues ${\rho }_{a,N}(E)$ for an Hamiltonian of size $N$ is in fact given by

  ${\rho }_{a,N}(E)=-\frac{1}{\pi }\underset{\eta \to 0}{\lim }\mathrm{\Im }{G}_{aa}(E+i\eta )=\sum _{\alpha =1}^N|⟨E_{\alpha }|a⟩{|}^2\delta (E-E_{\alpha }),$

  where $E_{\alpha }$ are the eigenvalues of the Hamiltonian. [NOTA SU PLEMELJI]



• A criterion for localization. The local self-energies encode some information on whether localization occurs. More precisely, one can claim [CITE] that localization occurs whenever the imaginary part of $\sigma (E+i\eta )$ goes to zero when $\eta \to 0$. Given the randomness, this criterion should however be formulated probabilistically. One has:

  $\underset{\eta \to 0}{\lim }\underset{N\to \mathrm{\infty }}{\lim }\mathbb{\mathbb{P}}(-\mathrm{\Im }{\sigma }_a(E+i\eta )>0)=0⟹\text{Localization}$

Notice that in this criterion, the probability plays the role of an order parameter (like the magnetization in ferromagnets, or the overlap in spin glasses), and the imaginary part $\eta$ plays the role of a symmetry breaking field (like the magnetic field in the ferromagnet, or the coupling between replicas in spin glasses). However, the localization transition has nothing to do with equilibrium, i.e., it is not related to a change of structure of the Gibbs Boltzmann measure; rather, it is a dynamical transition. Pushing the analogy with equilibrium phase transitions, one can say that the localised phase corresponds to the disordered phase (the one in which symmetry is not broken, like the paramagnetic phase). The symmetry in question is time-reversal symmetry.


Problem 7.1:

The Bethe lattice is a lattice with a regular tree structure: each node has a fixed number of neighbours $k+1$, where $k$ is the branching number, and there are no loops (see sketch). In these problems we consider the Anderson model on such lattice.




1. Green functions equations. Consider an Hamiltonian split into two parts, $H=H_0+V$. Show that the following general relation holds

   $G=G^0+G^{0}VG,G^0=\frac{1}{z-H_0},G=\frac{1}{z-H}.$



2. Cavity equations. We now apply this to a specific example: we consider a Bethe lattice, and choose one site 0 as the root. We then choose $V$ to be the kinetic terms connecting the root to its $k+1$ neighbours $a_i$,

   $V=-\sum _{i=1}^{k+1}{t}_{0a_i}(|a_i⟩⟨0|+|0⟩⟨a_i|)$

   For all the $a_i$ with $i=1,\cdots ,k+1$ we introduce the notation

   $G_{a_i}^{\text{cav}}\equiv G_{a_i{a}_i}^0,{\sigma }_{a_i}^{\text{cav}}\equiv {\sigma }_{a_i{a}_i}^0,$

   where ${\sigma }^0$ is the self energy associated to $G^0$.





- Show that $G=$ Consider the Bethe lattice and the three links that connect the root with the K subtrees. Call V the sum of these three terms, and $H_0$ the rest. Moreover, Let us call ${\mathrm{\Gamma }}_{aa}$ the cavity green function at the site a, that is the green function associated $H_0$ only. Show that, because of the geometry of the lattice, this is the green function one would get removing the site zero. Moreover, all these green functions are independent from each others. - Finally, show that the relation above becomes the relation:; with a similar argument, show that the following recursive equation holds for the green functions. - show equation for real and imaginary part of cavity self energy - the distribution equations

Problem 7.2:

- Laplace transform - the tails - the solution for beta - the estimate for the transition





Next TD: the directed polymer treatment: KPP (es 1)

es 2: The connection to directed polymer: linearisation and stability. Glassiness vs localization

Check out: key concepts of this TD

References

• Anderson. Weak ergodicity breaking and aging in disordered systems [1]