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The Kondo model couples a localized quantum spin to the spin density of a conduction-electron bath. In its minimal isotropic, single-channel form,

HK=∑k,σϵkckσ†ckσ+JKS⋅s0.H_{\mathrm K} = \sum_{k,\sigma} \epsilon_k c_{k\sigma}^\dagger c_{k\sigma} + J_K \mathbf S\cdot\mathbf s_0.

With this plus-sign convention, JK>0J_K>0 is antiferromagnetic. Weak antiferromagnetic exchange grows as the energy scale is lowered, producing a nonperturbative crossover at the Kondo temperature TKT_K. For a spin-1/21/2 impurity and one ordinary metallic screening channel, the low-temperature state is a screened singlet described by a local Fermi-liquid fixed point.

This short statement hides the central lesson of the model: a coupling that looks weak microscopically can become strong in the infrared because repeated spin-flip scattering generates logarithms. The Kondo model is therefore a compact meeting point of many-body entanglement, impurity thermodynamics, transport, and the renormalization group.

Helpful background. Fermionic operators supplies mode algebra; spin one-half supplies singlet and triplet states.

The model contains two distinct kinds of degrees of freedom:

  • a localized impurity spin S\mathbf S, usually taken to have fixed magnitude SS;
  • itinerant conduction electrons with modes ckσc_{k\sigma} and a band Hamiltonian HcH_c.

Spin operators are dimensionless, so [Sa,Sb]=iϵabcSc[S^a,S^b]=i\epsilon_{abc}S^c and JKJ_K has energy units for a normalized bath orbital. The impurity has a fixed location but no dynamical position or charge coordinate inside the minimal Kondo Hilbert space. Its charge fluctuations have already been removed. What remains is a spin that can exchange angular momentum with conduction electrons at one spatial location.

The full Hilbert space is

H=HS⊗Fc,\mathcal H = \mathcal H_S \otimes \mathcal F_c,

where

dim⁡HS=2S+1\dim\mathcal H_S = 2S+1

and Fc\mathcal F_c is the fermionic Fock space of the bath. Even for S=1/2S=1/2, this is not a two-spin problem: the bath contains a macroscopic number of occupied and empty modes near a Fermi surface.

Take the noninteracting bath to be

Hc=∑k,σϵkckσ†ckσ.H_c = \sum_{k,\sigma} \epsilon_k c_{k\sigma}^\dagger c_{k\sigma}.

Only one linear combination of bath modes couples to a pointlike single-channel impurity. With uniform mode amplitudes, define

f0σ=1N∑kckσ,f_{0\sigma} = \frac1{\sqrt{\mathcal N}} \sum_k c_{k\sigma},

where N\mathcal N is the number of bath orbitals. Then

{f0σ,f0σ′†}=δσσ′.\left\{ f_{0\sigma}, f_{0\sigma'}^\dagger \right\} = \delta_{\sigma\sigma'}.

The corresponding local conduction-electron spin is

s0=12∑α,βf0α†σαβf0β.\mathbf s_0 = \frac12 \sum_{\alpha,\beta} f_{0\alpha}^\dagger \boldsymbol\sigma_{\alpha\beta} f_{0\beta}.

For a continuum field, one instead writes sc(0)\mathbf s_c(\mathbf 0) using ψσ(0)\psi_\sigma(\mathbf 0). The field normalization then changes the units assigned to JKJ_K. A Hamiltonian is not fully specified until its local-field normalization, density of states, and ultraviolet cutoff are declared.

For a normalized local orbital with amplitudes uku_k, define

ρ0(ϵ)=∑k∣uk∣2δ(ϵ−ϵk).\rho_0(\epsilon) = \sum_k \lvert u_k\rvert^2 \delta(\epsilon-\epsilon_k).

Unless stated otherwise, ρ0\rho_0 on this page means the local density of states per spin at the Fermi energy:

ρ0≡ρ0(0).\rho_0 \equiv \rho_0(0).

The dimensionless bare coupling is

g0=ρ0JK.g_0 = \rho_0J_K.

For a metal with a smooth nonzero ρ0\rho_0, the simplest scaling analysis treats the density of states as constant within a band cutoff D0D_0.

The isotropic interaction is

Hint=JKS⋅s0.H_{\mathrm{int}} = J_K \mathbf S\cdot\mathbf s_0.

Writing it in longitudinal and spin-flip parts gives

S⋅s0=Szs0z+12(S+s0−+S−s0+).\mathbf S\cdot\mathbf s_0 = S^zs_0^z + \frac12 \left( S^+s_0^- + S^-s_0^+ \right).

The transverse terms exchange one unit of spin between the impurity and bath. They are essential: replacing the interaction by JKSzs0zJ_KS^zs_0^z produces an Ising impurity without Kondo spin-flip screening.

Potential scattering is often included as

HW=W∑σf0σ†f0σ.H_W = W \sum_\sigma f_{0\sigma}^\dagger f_{0\sigma}.

It preserves spin but breaks particle–hole symmetry when W≠0W\ne0. In the ordinary single-channel metallic problem, potential scattering changes the elastic phase shift but does not by itself generate the Kondo logarithm.

Temporarily isolate the impurity and one singly occupied local conduction orbital, both with spin 1/21/2. Their total spin is

J=S+s0.\mathbf J = \mathbf S+\mathbf s_0.

Using

S⋅s0=12(J2−S2−s02),\mathbf S\cdot\mathbf s_0 = \frac12 \left( \mathbf J^2 -\mathbf S^2 -\mathbf s_0^2 \right),

the interaction energies are

Es=−34JK,Et=+14JK.E_{\mathrm s} = -\frac34J_K, \qquad E_{\mathrm t} = +\frac14J_K.

Thus

Et−Es=JK.E_{\mathrm t}-E_{\mathrm s} = J_K.

Antiferromagnetic JK>0J_K>0 favors a singlet; ferromagnetic JK<0J_K<0 favors a triplet. This local calculation fixes the sign convention, but it does not explain the many-electron crossover or its exponentially small scale.

Positive and negative Kondo couplings under the explicit one-loop solution

The one-loop solution g(ℓ)=g0/(1−g0ℓ)g(\ell)=g_0/(1-g_0\ell) grows for g0>0g_0>0 and approaches zero from below for g0<0g_0<0. The positive curve is drawn only to g=0.5g=0.5: increasing coupling eventually invalidates the weak-coupling approximation, so extending the curve to its formal pole would not predict the exact crossover.

For a spin-independent bath and isotropic exchange:

  • conduction-electron number is conserved;
  • total spin has global SU(2)SU(2) symmetry;
  • time-reversal symmetry is present if the bath also respects it and there is no magnetic field or magnetic flux; spin independence alone does not guarantee it;
  • charge U(1)U(1) symmetry is present;
  • spatial translation symmetry is broken by the impurity location.

The conserved electron number is

Nc=∑k,σckσ†ckσ.N_c = \sum_{k,\sigma} c_{k\sigma}^\dagger c_{k\sigma}.

The conserved total spin is

Jtot=S+12∑k,α,βckα†σαβckβ,\mathbf J_{\mathrm{tot}} = \mathbf S + \frac12 \sum_{k,\alpha,\beta} c_{k\alpha}^\dagger \boldsymbol\sigma_{\alpha\beta} c_{k\beta},

so

[HK,Jtot]=0.\left[ H_{\mathrm K}, \mathbf J_{\mathrm{tot}} \right] =0.

The impurity spin alone is not conserved. Screening is a redistribution of spin correlations between impurity and bath that respects conservation of the total.

The Kondo model is often obtained from an interacting localized orbital hybridized with a band. A representative parent Hamiltonian is

HA=Hc+ϵd∑σndσ+Und↑nd↓+∑k,σ(Vkckσ†dσ+h.c.).H_{\mathrm A} ={} H_c + \epsilon_d \sum_\sigma n_{d\sigma} + U n_{d\uparrow}n_{d\downarrow} + \sum_{k,\sigma} \left( V_kc_{k\sigma}^\dagger d_\sigma + \mathrm{h.c.} \right).

In the local-moment regime,

ϵd<0,ϵd+U>0,\epsilon_d<0, \qquad \epsilon_d+U>0,

the singly occupied impurity states lie below the empty and doubly occupied states. When hybridization is weak relative to both charge-excitation energies, a Schrieffer–Wolff transformation removes virtual charge fluctuations and generates antiferromagnetic exchange.

For the normalized local-orbital convention

Vk=VN,V_k = \frac{V}{\sqrt{\mathcal N}},

the leading exchange is

JK≃2∣V∣2(1∣ϵd∣+1ϵd+U)>0.J_K \simeq 2\lvert V\rvert^2 \left( \frac1{\lvert\epsilon_d\rvert} + \frac1{\epsilon_d+U} \right) >0.

It also generates potential scattering, which vanishes at particle–hole symmetry in the simplest model. Exact numerical factors depend on the normalization of the local conduction orbital and hybridization.

This mapping explains why the Kondo Hilbert space contains a spin but no impurity charge state. It is controlled only below the eliminated charge-excitation scales. The charge-path derivation is developed in Effective Hamiltonians in Many-Body Systems; the Schrieffer–Wolff Transformation explains the general method. See the Anderson impurity treatment for the charge spectrum and its relation to screening.

At first order, exchange scatters a conduction electron and may flip its spin together with the impurity. At higher orders, intermediate particle and hole states can lie anywhere between the observation scale EE and the band cutoff D0D_0.

For a smooth metallic density of states, the phase-space integral contains

∫ED0dϵϵ=ln⁡D0E.\int_E^{D_0} \frac{d\epsilon}{\epsilon} = \ln\frac{D_0}{E}.

Consequently, the effective antiferromagnetic coupling has the perturbative form

Jeff(E)=JK+ρ0JK2ln⁡D0E+O(JK3).J_{\mathrm{eff}}(E) = J_K + \rho_0J_K^2 \ln\frac{D_0}{E} + O(J_K^3).

Here ρ0\rho_0 is the local density of states per spin, and the vertex is JKS⋅(c†σc/2)J_K\mathbf S\cdot(c^\dagger\boldsymbol\sigma c/2). For ρtot=2ρ0\rho_{\mathrm{tot}}=2\rho_0, the logarithmic coefficient is ρtotJK2/2\rho_{\mathrm{tot}}J_K^2/2. The exchange normalization matters independently of the density-of-states normalization.

To check the shell counting, write the spin-1/21/2 scattering matrix as M=∑aSa⊗(σa/2)M=\sum_a S_a\otimes(\sigma_a/2). Lower the positive half-bandwidth DD by dD>0dD>0, with dℓ=dD/Dd\ell=dD/D, eliminating one empty particle shell and one occupied hole shell. Each shell has weight ρ0dD\rho_0dD for each fixed spin. Their second-order spin matrices are

δVp=ρ0JK2dℓ(−316I+12M),δVh=ρ0JK2dℓ(+316I+12M).\begin{aligned} \delta V_{\mathrm p} &=\rho_0J_K^2d\ell \left(-\frac{3}{16}I+\frac12M\right),\\ \delta V_{\mathrm h} &=\rho_0J_K^2d\ell \left(+\frac{3}{16}I+\frac12M\right). \end{aligned}

The first follows from −M2-M^2. The hole term has the fermionic exchange sign and reversed impurity-matrix ordering, ∑abSbSa⊗(σaσb/4)\sum_{ab}S_bS_a\otimes(\sigma_a\sigma_b/4). The spin-independent parts cancel in this symmetric-shell benchmark and the exchange parts add to ρ0JK2dℓ M\rho_0J_K^2d\ell\,M. Both band edges and the intermediate spin sum have already been counted; there is no further factor of two.

This normalization agrees with the metallic limit of Cheng et al. (2017), Eqs. (9), (66) and (67). Nevidomskyy (2015) instead writes Hint=2J′S⋅s0H_{\mathrm{int}}=2J'\mathbf S\cdot\mathbf s_0. Since JK=2J′J_K=2J', its equation dJ′/dℓ=2ρ0J′2dJ'/d\ell=2\rho_0J'^2 gives exactly the same running Hamiltonian.

The logarithm grows as EE decreases. Perturbation theory fails when

ρ0JKln⁡D0E∼1.\rho_0J_K \ln\frac{D_0}{E} \sim1.

The failure does not mean that an observable physically diverges. It says that the weak-coupling expansion is being used beyond its regime.

Let the running half-bandwidth be

D=D0e−ℓ,ℓ=ln⁡D0D.D = D_0e^{-\ell}, \qquad \ell = \ln\frac{D_0}{D}.

Eliminating a thin shell of high-energy conduction states and preserving low-energy scattering gives, for the isotropic one-channel model,

dgdℓ=g2+O(g3),\frac{dg}{d\ell} = g^2 + O(g^3),

where

g(ℓ)=ρ0JK(ℓ).g(\ell) = \rho_0J_K(\ell).

At one loop,

g(ℓ)=g01−g0ℓ.g(\ell) = \frac{g_0}{ 1-g_0\ell }.

The flow distinguishes the two exchange signs:

Bare coupling One-loop flow Low-energy interpretation
g0>0g_0>0 grows toward strong coupling marginally relevant antiferromagnetic exchange
g0<0g_0<0 approaches 00 from below marginally irrelevant ferromagnetic exchange
g0=0g_0=0 remains zero decoupled local moment

For g0>0g_0>0, the one-loop denominator vanishes at a finite ℓ\ell. That pole marks the breakdown of weak-coupling scaling, not a literal singularity of the exact finite-temperature system.

The one-loop breakdown scale defines the exponential structure of the Kondo energy:

EK≡kBTK∼D0exp⁡(−1ρ0JK),JK>0.E_K \equiv k_{\mathrm B}T_K \sim D_0 \exp \left( -\frac1{\rho_0J_K} \right), \qquad J_K>0.

If ρtot=2ρ0\rho_{\mathrm{tot}}=2\rho_0 denotes the spin-summed density of states, the same exponent is

EK∼D0exp⁡(−2ρtotJK).E_K \sim D_0 \exp \left( -\frac2{\rho_{\mathrm{tot}}J_K} \right).

These are the same convention, not competing physical predictions.

The exponential dependence means that a modest change in JKJ_K, density of states, or cutoff can change TKT_K by orders of magnitude. It also means that exact diagonalization with a uniformly spaced finite bath may miss screening unless its level spacing is much smaller than EKE_K.

Beyond the leading weak-coupling exponent, the prefactor depends on:

  • the cutoff scheme and band shape;
  • whether ρ\rho is local, per spin, or spin summed;
  • higher-loop conventions;
  • the operational definition of TKT_K.

Common definitions use the zero-temperature impurity susceptibility, the half-width of a spectral resonance, an entropy crossover, a conductance scale, or Wilson’s numerical normalization. In the universal Kondo scaling regime, well-specified definitions can be related by fixed conversion factors. Outside that regime, charge fluctuations, band structure or an asymmetric line shape can prevent such a simple conversion.

For

kBT≫EK,k_{\mathrm B}T \gg E_K,

the impurity behaves approximately as a free local moment with logarithmic corrections. As the temperature or probe energy approaches EKE_K, repeated spin-flip scattering entangles the impurity with increasingly low-energy bath states.

For the ordinary spin-1/21/2, single-channel, antiferromagnetic model,

kBT≪EKk_{\mathrm B}T \ll E_K

is a fully screened regime with no residual impurity moment. In a finite system with the compatible electron-number parity, the ground state is a global singlet. The crossover is not spontaneous symmetry breaking and has no local order parameter.

The phrase “Kondo singlet” is useful but must be interpreted carefully. At strong bare coupling, the impurity and the local conduction orbital provide an intuitive singlet benchmark. At weak bare coupling, screening involves a coherent many-electron state spread over a large range of energies and distances.

An impurity contribution is defined by subtracting the bath without the impurity:

Ximp=Xfull−Xbath.X_{\mathrm{imp}} = X_{\mathrm{full}} - X_{\mathrm{bath}}.

This subtraction is necessary because the bath contribution is extensive while the impurity contribution is order unity.

For a decoupled spin SS,

Simp⟶kBln⁡(2S+1)S_{\mathrm{imp}} \longrightarrow k_{\mathrm B}\ln(2S+1)

in the window EK≪kBT≪D0E_K\ll k_{\mathrm B}T\ll D_0 and below eliminated charge excitations. The high-temperature plateau is approximate at nonzero exchange; an exactly decoupled spin has this entropy at every temperature. For the fully screened spin-1/21/2 model,

Simp⟶0S_{\mathrm{imp}} \longrightarrow0

as T→0T\to0.

The entropy is released continuously across a crossover. A finite residual impurity entropy can occur in overscreened or other nonstandard impurity fixed points, but it is not a property of the minimal one-channel spin-1/21/2 model.

Specify how the field couples before taking a derivative. The local susceptibility responds to a field on the impurity alone. The impurity contribution used below subtracts the bath response to a uniform field from the full uniform-field response, with the same bath and field convention. They are different quantities at finite bandwidth. The simple Wilson-ratio expression assumes equal impurity and conduction-electron magnetic factors and the universal wide-band Kondo limit.

At high temperature, the impurity approximately obeys the Curie law

χimp(T)∼(gimpμB)2S(S+1)3kBT.\chi_{\mathrm{imp}}(T) \sim \frac{ (g_{\mathrm{imp}}\mu_{\mathrm B})^2 S(S+1) }{ 3k_{\mathrm B}T }.

For S=1/2S=1/2,

χimp(T)∼(gimpμB)24kBT.\chi_{\mathrm{imp}}(T) \sim \frac{ (g_{\mathrm{imp}}\mu_{\mathrm B})^2 }{ 4k_{\mathrm B}T }.

Screening cuts off the Curie divergence. At low temperature, χimp(0)\chi_{\mathrm{imp}}(0) is finite and scales inversely with a conventionally defined TKT_K.

The screened fixed point has an impurity heat capacity

Cimp=γimpT+O(T3).C_{\mathrm{imp}} = \gamma_{\mathrm{imp}}T + O(T^3).

In the universal spin-1/21/2, single-channel Kondo limit, the ratio of susceptibility enhancement to heat-capacity enhancement approaches the universal Wilson ratio

RW=4π2kB23(gimpμB)2χimp(0)γimp=2.R_W = \frac{ 4\pi^2k_{\mathrm B}^2 }{ 3(g_{\mathrm{imp}}\mu_{\mathrm B})^2 } \frac{ \chi_{\mathrm{imp}}(0) }{ \gamma_{\mathrm{imp}} } =2.

Comparing quoted values requires checking whether the bath background, gg-factor, and susceptibility units have been subtracted and normalized consistently.

A spatial diagnostic is the impurity–bath spin correlation

C(r)=⟨S⋅sc(r)⟩.C(\mathbf r) = \left\langle \mathbf S\cdot\mathbf s_c(\mathbf r) \right\rangle.

The crossover defines a length scale

ξK∼ℏvFkBTK,\xi_K \sim \frac{ \hbar v_F }{ k_{\mathrm B}T_K },

where vFv_F is an appropriate Fermi velocity. Because TKT_K may be exponentially small, ξK\xi_K can be much larger than a microscopic lattice spacing.

The screening cloud is not one identifiable electron bound in a hydrogen-like orbital. It is a many-body correlation pattern with oscillatory, dimension-dependent, and observable-dependent structure. Finite temperature, sample size, channel geometry, and boundaries can cut it off.

In a finite spin-singlet system, the integrated bath spin compensates the impurity. For S=1/2S=1/2, this implies the global sum rule

⟨S⋅Sctot⟩=−34,\left\langle \mathbf S\cdot \mathbf S_c^{\mathrm{tot}} \right\rangle = -\frac34,

provided Sctot\mathbf S_c^{\mathrm{tot}} includes the full screening channel and the total state is a singlet.

The fully screened single-channel model flows to a strong-coupling fixed point with well-defined low-energy quasiparticle scattering. The impurity is absorbed into a change of boundary condition plus irrelevant local interactions.

At particle–hole symmetry and without additional potential scattering, the zero-energy phase shift per spin is

δσ(0)=π2.\delta_\sigma(0) = \frac{\pi}{2}.

Potential scattering adds a nonuniversal phase shift, and asymmetric Anderson-model realizations require the corresponding Friedel-sum-rule accounting.

At particle–hole symmetry without potential scattering, the spin-averaged spectral TT-matrix weight has the structure

A(ω,T)=A(0,0)[1−cω(ℏωEK)2−cT(kBTEK)2+⋯ ],\mathcal A(\omega,T) = \mathcal A(0,0) \left[ 1 - c_\omega \left( \frac{\hbar\omega}{E_K} \right)^2 - c_T \left( \frac{k_{\mathrm B}T}{E_K} \right)^2 + \cdots \right],

with positive coefficients whose numerical values depend on the observable and TKT_K convention. Analytic low-energy corrections characterize a local Fermi liquid. Away from particle–hole symmetry a spectral quantity can also have a term linear in energy, and quadratic coefficients need not describe a maximum. Thus the displayed symmetric peak is not a formula for every observable.

At temperatures above TKT_K but below microscopic band scales, the Kondo contribution to electron scattering grows approximately logarithmically as the system is cooled. Combined with a phonon contribution that decreases on cooling, this can produce a resistance minimum.

The perturbative logarithm cannot be extrapolated to T=0T=0. In the fully screened model, scattering approaches a finite unitarity-limited value with Fermi-liquid corrections.

The conduction-electron TT-matrix describes scattering from the impurity. Its low-energy resonance has a characteristic width of order EKE_K, but the Kondo model itself contains no elementary impurity-charge spectral function. A localized-electron resonance is naturally discussed in the Anderson impurity model.

Static susceptibility tracks the crossover from a Curie moment to a finite screened response. Dynamic spin susceptibility probes the redistribution of spectral weight over frequencies of order EK/ℏE_K/\hbar.

A quantum dot in a local-moment regime can realize Kondo correlations, and its low-temperature conductance can approach a unitary limit under symmetric coupling. The measured conductance depends on lead geometry, hybridization asymmetry, potential scattering, nonequilibrium bias, and the parent Anderson model. It is not determined by JKJ_K alone.

Poor-man’s scaling and field-theoretic RG organize the high-energy regime where the running coupling remains small. They determine the exponential scale and universal logarithms but do not justify using a truncated weak-coupling series deep below TKT_K.

Wilson’s numerical renormalization group logarithmically discretizes the bath and maps it to a chain with decreasing energy scales. A representative asymptotic hopping is

tn∝D0Λ−n/2,Λ>1.t_n \propto D_0 \Lambda^{-n/2}, \qquad \Lambda>1.

Iterative diagonalization then resolves exponentially separated impurity scales. Discretization, state truncation, broadening, and zz-averaging must be converged for quantitative spectra.

Bethe ansatz gives exact equilibrium results for integrable versions. It is especially powerful for thermodynamics and universal ratios, but extracting arbitrary real-frequency observables or nonintegrable perturbations can remain difficult.

Matrix-product-state and related methods can resolve real-space screening correlations after mapping the bath to a chain. Finite-size level spacing, chain length, bath discretization, and entanglement growth must all be compared with EKE_K and ξK\xi_K.

Impurity Monte Carlo methods can be highly effective for Anderson-type formulations. Analytic continuation from imaginary time is ill-conditioned, and sign or ergodicity difficulties depend on the chosen variant.

The axial model is

Hint=J⊥(Sxs0x+Sys0y)+JzSzs0z.H_{\mathrm{int}} = J_\perp \left( S^xs_0^x + S^ys_0^y \right) + J_zS^zs_0^z.

Its coupled scaling equations reveal flows toward isotropy in part of the antiferromagnetic regime and connect to boundary sine-Gordon and spin-boson descriptions. The general fixed-point and phase-portrait language belongs in Renormalization Group Preview.

For KK equivalent screening channels and impurity spin SS:

  • K=2SK=2S suggests exact screening;
  • K<2SK<2S gives underscreening and a residual moment;
  • K>2SK>2S gives overscreening and can produce a non-Fermi-liquid fixed point.

These rules assume channel symmetry and antiferromagnetic coupling. Channel anisotropy and magnetic fields can destabilize overscreened fixed points. Ordinary spin-independent potential scattering is not automatically such a relevant perturbation; in the metallic multichannel model it can instead change a charge-sector phase shift.

Two or more moments can interact indirectly through the conduction bath. The induced RKKY scale is schematically

ERKKY∼JK2χc(R),E_{\mathrm{RKKY}} \sim J_K^2 \chi_c(R),

where χc(R)\chi_c(R) is a static conduction-spin response to an energy-valued source, with units of inverse energy for normalized lattice spins. Its sign and tensor structure determine the induced exchange; this expression only states its second-order scale.

Competition between intermoment correlations and Kondo screening is absent from the one-impurity model. In a Kondo lattice, coherence, magnetism, heavy quasiparticles, and possible Kondo-breakdown phenomena require a distinct many-body analysis.

RKKY interaction derives the sign, spatial oscillations and normalization of this induced exchange.

If the local density of states vanishes or diverges at the Fermi energy, the constant-ρ0\rho_0 logarithmic analysis changes. Pseudogap, superconducting, Luttinger-liquid, and topological baths can support impurity quantum phase transitions or altered screening.

The metallic formula for TKT_K must not be transplanted unchanged into these cases.

Suppose the per-spin dimensionless coupling is

g0=ρ0JK=0.08.g_0 = \rho_0J_K = 0.08.

The one-loop scale is

EKD0∼exp⁡(−1g0)=e−12.5≈3.73×10−6.\frac{E_K}{D_0} \sim \exp \left( -\frac1{g_0} \right) = e^{-12.5} \approx 3.73\times10^{-6}.

A bare coupling of order 10−110^{-1} therefore produces a scale of order 10−6D010^{-6}D_0. This separation explains both the power of logarithmic methods and the numerical difficulty of resolving TKT_K with a uniformly spaced bath.

Integrate dg/dℓ=g2dg/d\ell=g^2 with g(0)=g0g(0)=g_0. Describe the flows for positive and negative g0g_0.

Solution

Separate variables:

dgg2=dℓ.\frac{dg}{g^2} = d\ell.

Integrating gives

−1g(ℓ)+1g0=ℓ,-\frac1{g(\ell)} + \frac1{g_0} = \ell,

so

g(ℓ)=g01−g0ℓ.g(\ell) = \frac{g_0}{ 1-g_0\ell }.

For g0>0g_0>0, the running coupling grows and the one-loop expression breaks down at ℓ=1/g0\ell=1/g_0. For g0<0g_0<0, the denominator grows without vanishing and g(ℓ)→0−g(\ell)\to0^-.

Take vF=1.0×106 m s−1v_F=1.0\times10^6\,\mathrm{m\,s^{-1}} and TK=10 KT_K=10\,\mathrm K. Estimate ξK=ℏvF/(kBTK)\xi_K=\hbar v_F/(k_{\mathrm B}T_K).

Solution

Using

ℏ≈1.055×10−34 J s\hbar \approx 1.055\times10^{-34}\,\mathrm{J\,s}

and

kB≈1.381×10−23 J K−1,k_{\mathrm B} \approx 1.381\times10^{-23}\,\mathrm{J\,K^{-1}},

one obtains

ξK≈1.055×10−34×1.0×1061.381×10−23×10m.\xi_K \approx \frac{ 1.055\times10^{-34} \times 1.0\times10^6 }{ 1.381\times10^{-23} \times 10 } \mathrm m.

Thus

ξK≈7.6×10−7 m=0.76 μm.\xi_K \approx 7.6\times10^{-7}\,\mathrm m = 0.76\,\mu\mathrm m.

The result is much larger than an atomic spacing, illustrating why direct spatial observation of the screening cloud is subtle.

Let the full finite system be a spin singlet with impurity spin SS. Derive the integrated impurity–bath correlation without assuming that one particular bath electron forms a pair with the impurity.

Solution

The singlet satisfies (S+Sctot)∣Ψ⟩=0(\mathbf S+\mathbf S_c^{\mathrm{tot}})\lvert\Psi\rangle=0. Taking its scalar product with ⟨Ψ∣S\langle\Psi|\mathbf S gives

⟨S⋅Sctot⟩=−⟨S2⟩=−S(S+1).\langle\mathbf S\cdot\mathbf S_c^{\mathrm{tot}}\rangle =-\langle\mathbf S^2\rangle=-S(S+1).

For S=1/2S=1/2 this is −3/4-3/4. It constrains the integral over the full bath, not its spatial distribution or the identity of a screening electron. A finite system in a nonsinglet sector need not obey it.

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