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arXiv:0909.5211 · Physical Review B

Low-energy excitations of two-dimensional diluted Heisenberg quantum antiferromagnets

Ling Wang, Anders W. Sandvik

Published Feb 16, 2010• 32 citations
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Abstract

We study the low-energy dynamics of $S=1/2$ antiferromagnetic Heisenberg clusters constructed by diluting a square lattice at vacancy concentration $p$ at and below the percolation threshold ${p}^{\ensuremath{\ast}}\ensuremath{\approx}0.407$. The finite-size scaling behavior of the average excitation gap, $⟨\ensuremath{\Delta}⟩\ensuremath{\sim}{L}^{\ensuremath{-}z}$, where $L$ is the cluster length, is obtained using quantum Monte Carlo results for an upper bound ${\ensuremath{\Delta}}^{\ensuremath{\ast}}$ to $\ensuremath{\Delta}$, derived from sum rules. At the percolation threshold, we obtain a dynamic exponent $z=3.6\ifmmode\pm\else\textpm\fi{}0.1\ensuremath{\approx}2{D}_{f}$ for clusters with singlet $(S=0)$ ground state. Here ${D}_{f}=91/48$ is the fractal dimensionality of the percolating cluster. We argue that this large dynamic exponent---roughly twice that expected for quantum-rotor excitations---is a consequence of weakly interacting localized effective magnetic moments, which form due to local sublattice imbalance. This picture is supported by an extremal-value analysis of local spectral gaps, which delivers an exponent relation (between $z$ and two exponents characterizing the local-gap distribution) reproduced by our simulation data. However, the average $⟨{\ensuremath{\Delta}}^{\ensuremath{\ast}}⟩$ over all clusters, which have mostly ground-state spin $S>0$, scales with a smaller exponent than for the $S=0$ clusters alone; $z\ensuremath{\approx}1.5{D}_{f}$. Lanczos exact diagonalization for small clusters show that typically, $S\ensuremath{\rightarrow}S\ensuremath{-}1$ in the lowest-energy excitations while the dominant spectral weight originates from $S\ensuremath{\rightarrow}S+1$ excitations. Thus, the scaling of $⟨{\ensuremath{\Delta}}^{\ensuremath{\ast}}⟩$ for clusters with ground state $S>0$ does not reflect the lowest-energy excitations but the higher $S\ensuremath{\rightarrow}S+1$ excitations. This result can be understood within a valence bond picture. To further explore the scenario of localized moments, we introduce a classical dimer-monomer aggregation model to study the distribution of nearest-neighbor sites forming dimers (which are the objects used in mapping to the quantum-rotor model) and unpaired spins (monomers). The monomers are localized and, thus, effective magnetic moments should form in the spin system. We also study the lowest triplet excitation of $S=0$ clusters using quantum Monte Carlo calculations in the valence bond basis. The triplet is concentrated at some of the classical monomer regions, confirming the mechanism of moment formation. The number of spins (and moment regions) affected by the excitation scales as a nontrivial power of the cluster size. For a dimer-diluted bilayer Heisenberg model with weak interlayer coupling (where the system remains N\'eel ordered), there is no sublattice imbalance. In this case we find $z\ensuremath{\approx}{D}_{f}$, consistent with quantum-rotor excitations. For a single layer at $p<{p}^{\ensuremath{\ast}}$ we find $z\ensuremath{\approx}2=D$, which indicates that the weakly interacting localized moment mechanism is valid only exactly at the percolation point. There is a crossover behavior close to the percolation point.

DOI
10.1103/physrevb.81.054417

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We study the low-energy dynamics of S=1/2S=1/2S=1/2 antiferromagnetic Heisenberg clusters constructed by diluting a square lattice at vacancy concentration ppp at and below the percolation threshold p\ensuremath∗\ensuremath≈0.407{p}^{\ensuremath{\ast}}\ensuremath{\approx}0.407p\ensuremath∗\ensuremath≈0.407. The finite-size scaling behavior of the average excitation gap, ⟨\ensuremathΔ⟩\ensuremath∼L\ensuremath−z⟨\ensuremath{\Delta}⟩\ensuremath{\sim}{L}^{\ensuremath{-}z}⟨\ensuremathΔ⟩\ensuremath∼L\ensuremath−z, where LLL is the cluster length, is obtained using quantum Monte Carlo results for an upper bound \ensuremathΔ\ensuremath∗{\ensuremath{\Delta}}^{\ensuremath{\ast}}\ensuremathΔ\ensuremath∗ to \ensuremathΔ\ensuremath{\Delta}\ensuremathΔ, derived from sum rules. At the percolation threshold, we obtain a dynamic exponent z=3.6\ifmmode±\else\textpm\fi0.1\ensuremath≈2Dfz=3.6\ifmmode\pm\else\textpm\fi{}0.1\ensuremath{\approx}2{D}_{f}z=3.6\ifmmode±\else\textpm\fi0.1\ensuremath≈2Df​ for clusters with singlet (S=0)(S=0)(S=0) ground state. Here Df=91/48{D}_{f}=91/48Df​=91/48 is the fractal dimensionality of the percolating cluster. We argue that this large dynamic exponent---roughly twice that expected for quantum-rotor excitations---is a consequence of weakly interacting localized effective magnetic moments, which form due to local sublattice imbalance. This picture is supported by an extremal-value analysis of local spectral gaps, which delivers an exponent relation (between zzz and two exponents characterizing the local-gap distribution) reproduced by our simulation data. However, the average ⟨\ensuremathΔ\ensuremath∗⟩⟨{\ensuremath{\Delta}}^{\ensuremath{\ast}}⟩⟨\ensuremathΔ\ensuremath∗⟩ over all clusters, which have mostly ground-state spin S>0S>0S>0, scales with a smaller exponent than for the S=0S=0S=0 clusters alone; z\ensuremath≈1.5Dfz\ensuremath{\approx}1.5{D}_{f}z\ensuremath≈1.5Df​. Lanczos exact diagonalization for small clusters show that typically, S\ensuremath→S\ensuremath−1S\ensuremath{\rightarrow}S\ensuremath{-}1S\ensuremath→S\ensuremath−1 in the lowest-energy excitations while the dominant spectral weight originates from S\ensuremath→S+1S\ensuremath{\rightarrow}S+1S\ensuremath→S+1 excitations. Thus, the scaling of ⟨\ensuremathΔ\ensuremath∗⟩⟨{\ensuremath{\Delta}}^{\ensuremath{\ast}}⟩⟨\ensuremathΔ\ensuremath∗⟩ for clusters with ground state S>0S>0S>0 does not reflect the lowest-energy excitations but the higher S\ensuremath→S+1S\ensuremath{\rightarrow}S+1S\ensuremath→S+1 excitations. This result can be understood within a valence bond picture. To further explore the scenario of localized moments, we introduce a classical dimer-monomer aggregation model to study the distribution of nearest-neighbor sites forming dimers (which are the objects used in mapping to the quantum-rotor model) and unpaired spins (monomers). The monomers are localized and, thus, effective magnetic moments should form in the spin system. We also study the lowest triplet excitation of S=0S=0S=0 clusters using quantum Monte Carlo calculations in the valence bond basis. The triplet is concentrated at some of the classical monomer regions, confirming the mechanism of moment formation. The number of spins (and moment regions) affected by the excitation scales as a nontrivial power of the cluster size. For a dimer-diluted bilayer Heisenberg model with weak interlayer coupling (where the system remains N'eel ordered), there is no sublattice imbalance. In this case we find z\ensuremath≈Dfz\ensuremath{\approx}{D}_{f}z\ensuremath≈Df​, consistent with quantum-rotor excitations. For a single layer at p<p\ensuremath∗p<{p}^{\ensuremath{\ast}}p<p\ensuremath∗ we find z\ensuremath≈2=Dz\ensuremath{\approx}2=Dz\ensuremath≈2=D, which indicates that the weakly interacting localized moment mechanism is valid only exactly at the percolation point. There is a crossover behavior close to the percolation point.
We investigate the quantum dynamics of site diluted S=1/2 Heisenberg antiferromagnetic clusters at the 2D percolation threshold. We use Lanczos diagonalization to calculate the lowest excitation gap Delta and, to reach larger sizes, use quantum Monte Carlo simulations to study an upper bound for Delta obtained from sum rules involving the staggered structure factor and susceptibility. Scaling the gap distribution with the cluster length L, Delta approximately L(-), we obtain a dynamic exponent z approximately 2D(f), where D(f)=91/48 is the fractal dimensionality of the percolating cluster. This is in contrast with previous expectations of z=D(f). We argue that the low-energy excitations are due to weakly coupled effective moments formed due to local imbalance in sublattice occupation.
The two-dimensional antiferromagnetic S=1/2S=1/2S=1/2 Heisenberg model with random site dilution is studied using quantum Monte Carlo simulations. Ground-state properties of the largest connected cluster on $L\ifmmode\times\else\texttimes\fi{}L$ lattices, with L up to 64, are calculated at the classical percolation threshold. In addition, clusters with a fixed number Nc{N}_{c}Nc​ of spins on an infinite lattice at the percolation density are studied for Nc{N}_{c}Nc​ up to 1024. The disorder averaged sublattice magnetization per spin extrapolates to the same nonzero infinite-size value for both types of clusters. Hence, the percolating clusters, which are fractal with dimensionality d=91/48,d=91/48,d=91/48, have antiferromagnetic long-range order. This implies that the order-disorder transition driven by site dilution occurs exactly at the percolation threshold and that the exponents are classical. The same conclusion is reached for the bond-diluted system. The full sublattice magnetization versus site dilution curve is obtained in terms of a decomposition into a classical geometrical factor and a factor containing all the effects of quantum fluctuations. The spin stiffness is shown to obey the same scaling as the conductivity of a random resistor network.
Ground state properties of the randomly diluted two-dimensional Heisenberg antiferromagnet are discussed. Quantum Monte Carlo (stochastic series expansion) data for L×L lattices, with L up to 64, are extrapolated to infinite size for dilution fractions p between 0 (clean system) and p* (the percolation threshold). The sublattice magnetization is calculated using a decomposition into a classical and a quantum mechanical factor, which are evaluated separately. The quantum mechanical factor (the sublattice magnetization of the largest connected cluster of magnetic sites) remains finite at the percolation threshold, implying that the dilution driven order-disorder transition is a classical percolation transition. The spin stiffness is calculated using the winding number fluctuations.
We apply imaginary-time evolution with the operator ${e}^{\ensuremath{-}\ensuremath{\tau}H}$ to study relaxation dynamics of gapless quantum antiferromagnets described by the spin-rotation-invariant Heisenberg Hamiltonian HHH. Using quantum Monte Carlo simulations to obtain unbiased results, we propagate an initial state with maximal order parameter msz{m}_{s}^{z}msz​ (the staggered magnetization) in the zzz spin direction and monitor the expectation value $\ensuremath{\langle}{m}_{s}\ensuremath{\rangle}$ as a function of imaginary time $\ensuremath{\tau}$. Results for different system sizes (lengths) LLL exhibit an initial essentially size independent relaxation of $\ensuremath{\langle}{m}_{s}\ensuremath{\rangle}$ toward its value in the infinite-size spontaneously symmetry broken state, followed by a strongly size dependent final decay to zero when the O(3)\mathrm{O}(3)O(3) rotational symmetry of the order parameter is restored. We develop a generic finite-size scaling theory that shows the relaxation time diverges asymptotically as Lz{L}^{z}Lz, where zzz is the dynamic exponent of the low-energy excitations. We use the scaling theory to develop a practical way of extracting the dynamic exponent from the numerical finite-size data, systematically eliminating scaling corrections. We apply the method to spin-1/21/21/2 Heisenberg antiferromagnets on two different lattice geometries: the standard two-dimensional (2D) square lattice and a site-diluted 2D square lattice at the percolation threshold. In the 2D case we obtain z=2.001(5)z=2.001(5)z=2.001(5), which is consistent with the known value z=2z=2z=2, while for the site-diluted lattice we find z=3.90(1)z=3.90(1)z=3.90(1) or z=2.056(8)Dfz=2.056(8){D}_{f}z=2.056(8)Df​, where Df=91/48{D}_{f}=91/48Df​=91/48 is the fractal dimensionality of the percolating system. This is an improvement on previous estimates of $z\ensuremath{\approx}3.7$. The scaling results also show a fundamental difference between the two cases; for the 2D square lattice, the data can be collapsed onto a common scaling function even when $\ensuremath{\langle}{m}_{s}\ensuremath{\rangle}$ is relatively large, reflecting the Anderson tower of quantum rotor states with a common dynamic exponent z=2z=2z=2. For the diluted 2D square lattice, the scaling works well only for small $\ensuremath{\langle}{m}_{s}\ensuremath{\rangle}$, indicating a mixture of different relaxation-time scalings between the low-energy states. Nevertheless, the low-energy dynamic here also corresponds to a tower of excitations.
The two-dimensional antiferromagnetic S=1/2 Heisenberg model with random bond dilution is studied using quantum Monte Carlo simulation at the percolation threshold (50% of the bonds removed). Finite-size scaling of the staggered structure factor averaged over the largest connected clusters of sites on L*L lattices shows that long-range order exists within the percolating fractal clusters in the thermodynamic limit. This implies that the order-disorder transition driven by bond-dilution occurs exactly at the percolation threshold and that the exponents are classical. This result should apply also to the site-diluted system.
Quantum phase transition of site-diluted and bond-diluted Heisenberg antiferromagnets on square lattices is studied. By using the novel continuous-time loop algorithm, we perform quantum Monte Carlo simulations on quite larger lattices at extremely lower temperatures than the previous numerical studies. It is found that the antiferromagnetic long-range order at T = 0 persists so long as a cluster of magnetic sites percolates, that is, the critical concentration is equal to the classical percolation threshold, in both of the site-diluted and bond-diluted cases. Furthermore, we find that some critical exponents, such as the magnetization exponent β, are non-classical and strongly depend on the spin size S. On the other hand, we show that the correlation-length exponent ν is universal and is equal to the classical value (ν=4/3).