Source-linked AI summary

A qubit regularization of the $O(3)$ sigma model

Hersh Singh, Shailesh Chandrasekharan

arXiv:1905.13204v1hep-lathep-th

TL;DR

Quantum-field-theory lattice formulations ordinarily use infinite-dimensional local Hilbert spaces, creating a challenge for qubit implementations. This paper constructs a two-qubit-per-site O(3) Hamiltonian, studies it with worldline and worm methods, and finds the expected critical scaling in two and three dimensions, with O(2) and Z2 extensions.

  • Problem

    Qubit quantum-field-theory formulations require finite-dimensional local Hilbert spaces while reproducing the continuum physics of traditional lattice theories.

    Source: §I · p. 1
  • Method

    The paper constructs a two-qubit-per-site O(3) Hamiltonian and analyzes its worldline formulation using worm algorithms and Monte Carlo calculations.

    Source: §I · p. 1, §IV · p. 6
  • Results

    The model reproduces Wilson-Fisher critical scaling in d = 2 and Gaussian critical scaling in d = 3, while modifications reproduce critical exponents for O(2) and Z2 theories.

    Source: §I · p. 2, A. Results for the O(3) model · p. 7, §VI · p. 10
  • Takeaways & Limitations

    A finite-qubit Hamiltonian can reproduce the continuum critical physics of the traditional O(3) lattice model using two qubits per lattice site.

    Source: §VI · p. 10

    The study does not determine whether this qubit regularization reproduces the traditional model in d = 1, postponing that question to future work.

    Source: §VI · p. 11

Abstract

from arXiv · show

We construct a qubit regularization of the $O(3)$ non-linear sigma model in two and three spatial dimensions using a quantum Hamiltonian with two qubits per lattice site. Using a worldline formulation and worm algorithms, we show that in two spatial dimensions our model has a quantum critical point where the well-known scale-invariant physics of the three-dimensional Wilson-Fisher fixed point is reproduced. In three spatial dimensions, we recover mean-field critical exponents at a similar quantum critical point. These results show that our qubit Hamiltonian is in the same universality class as the traditional classical lattice model close to the critical points. Simple modifications to our model also allow us to study the physics of traditional lattice models with $O(2)$ and $Z_2$ symmetries close to the corresponding critical points.

I. INTRODUCTION

The paper motivates qubit regularization as a finite-dimensional, qubit-compatible formulation of lattice quantum field theories and demonstrates it for the O(3) sigma model. Monte Carlo results show that the construction reproduces relevant critical scaling while also offering a simplified worldline formulation.

Motivation

  • Qubit regularization replaces infinite-dimensional local Hilbert spaces with finite-dimensional lattice-site spaces while targeting the same continuum physics.Traditional bosonic lattice fields require infinite-dimensional representations, motivating local Hamiltonians that can be represented with qubits.Source: §I · p. 1

Contribution

  • The work constructs an O(3) qubit Hamiltonian in two and three spatial dimensions without requiring the dimensional reduction used in the D-theory approach.The strategy preserves important symmetries so the desired continuum theory can emerge at a quantum critical point.Source: §I · p. 1

Results

  • Monte Carlo calculations reproduce O(3) Wilson-Fisher scaling in two dimensions and Gaussian-fixed-point scaling in three dimensions.Simple modifications also reproduce critical scaling for theories with O(2) and Z2 symmetries.Source: §I · p. 2

Worldline formulation

  • The qubit regularization provides a simplified worldline formulation whose relativistic and continuous-time Hamiltonian viewpoints reproduce the expected critical scaling.The relativistic formulation is described as simpler than traditional dual formulations of O(N) models [27] [28] [29] [30].Source: §I · p. 2

Methods

  • The paper uses worldline methods and worm algorithms to study the qubit Hamiltonian and its observables.The paper’s organization separates Hamiltonian construction, worldline formulation, algorithmic treatment, and results.Source: §I · p. 2

II. THE QUBIT MODEL

The model encodes an O(3)-charged singlet–triplet basis using two qubits per site and tunes a dimensionless coupling through symmetric and broken phases. Its critical behavior is designed to match the traditional O(3) sigma model, with symmetry-reducing modifications yielding O(2) and Z2 variants.

Target continuum theory

  • The traditional O(3) lattice model has second-order critical points separating broken and symmetric phases, governed by Wilson-Fisher physics in d = 2 and Gaussian physics in d = 3.The qubit construction targets these continuum limits with a d-dimensional quantum Hamiltonian.Source: §II · p. 2

Model construction

  • Two qubits per lattice site provide one singlet vacuum state and three triplet states carrying O(3) charge.The Hamiltonian combines single-site terms with nearest-neighbor hopping and pair creation or annihilation terms.Source: §II · pp. 2–3

O(3) symmetry

  • At µ = 0, the model has global SU(2) symmetry acting on triplets as a spin-1 representation, while the singlet remains invariant.The chemical potential breaks O(3) symmetry and is set to zero in this work.Source: §II · p. 3

O(2) and Z2 extensions

  • Adding an on-site term can suppress m = 0 states and reduce the symmetry to O(2), while a further modification yields a Z2 real-scalar theory.The O(2) reduction follows from retaining the SO(2) subgroup and including the stated Z2 transformations.Source: §II · p. 3

Phase structure

  • The dimensionless coupling λ = Jt/J interpolates between a symmetric massive singlet-dominated phase at λ →∞ and a likely symmetry-broken triplet phase at λ →−∞.The construction assumes an intermediate second-order quantum critical point where the traditional scaling can emerge.Source: §II · p. 3

III. WORLDLINE FORMULATION

The worldline formulation rewrites the qubit model as weighted configurations of vacuum and charged particle worldlines, with relativistic and Hamiltonian limits distinguished by temporal discretization and coupling choices.

Worldline construction

  • The partition function is expanded into bond configurations and evaluated in the singlet-triplet basis, producing worldlines for m = 0, ±1 particles in a Fock vacuum.Time discretization maps these configurations onto a space-time lattice with local bond weights.Source: §III · pp. 3–4

Worldline configurations

  • Worldline configurations contain vacuum sites and closed particle loops, with m = ±1 loops oriented and m = 0 loops unoriented.Temporal bonds also encode the charge through their orientation and charge-dependent weights.Source: §III · p. 4

Limits

  • The relativistic limit sets spatial and temporal weights equal, making the worldline formulation invariant under space-time lattice rotations.It uses ε = 1 and exp(−εJt) = εJ, whereas the Hamiltonian limit takes ε → 0 and tunes λ = Jt/J.Source: §III · p. 4

Worm formulation

  • The worm head moves among local positions with probabilities chosen to satisfy detailed balance.Figure 4 illustrates four possible local moves from a central configuration.Source: Figure 4 · p. 5

IV. WORM ALGORITHM

The worm algorithm samples worldline and defect configurations through locally balanced head moves, while loop updates ensure ergodicity across oriented and unoriented sectors.

Worm updates

  • The algorithm creates a head and tail, propagates the head through local bond and monomer updates, and closes the worm when it reaches the tail.Each move satisfies detailed balance, with 2(d + 1) possible directions in general.Source: §IV · p. 6

Loop sectors

  • Oriented and unoriented loops are updated in separate sectors, while a Metropolis loop flip makes the full algorithm ergodic.For O(3), worm updates are applied to oriented loops and combined with loop flips; O(2) and Z2 require only one loop type.Source: §IV · p. 6

Observables

  • The algorithm measures vacuum density, average O(3) charge, current-current susceptibility ρs, and particle two-point susceptibility χ.The worm naturally samples the creation and annihilation events needed for χ.Source: §IV · p. 6

Mass measurement

  • In the massive phase, the chemical potential where the average charge crosses 0.5 gives the O(3) particle mass.At µ = 0, the expected charge vanishes because of SO(3) symmetry.Source: §IV · p. 6

V. RESULTS

The study fits susceptibility scaling near critical points in relativistic and Hamiltonian limits to extract critical exponents and critical couplings, while noting aspect-ratio limitations in comparing scaling functions.

Relativistic limit

  • The relativistic analysis tunes J near Jc and jointly fits ρs and χ to scaling forms to extract ν, η, and Jc.The universal functions are approximated by fourth-order polynomials.Source: §V · p. 7

Hamiltonian limit

  • The Hamiltonian analysis similarly tunes λ = Jt/J near λc while keeping J fixed.The Hamiltonian results use the same scaling strategy for the measured observables.Source: §V · p. 7

Comparison caveat

  • Scaling functions from the two limits are difficult to compare because they also depend on the lattice aspect ratio.The paper provides fit results for both limits across d = 2 and d = 3 in Table I.Source: §V · p. 7

A. Results for the O(3) model

The qubit Hamiltonian reproduces O(3) critical behavior in both two and three spatial dimensions, matching Wilson-Fisher exponents in d = 2 and mean-field predictions in d = 3.

d = 2 O(3)

  • ν = 0.7113(11) and η = 0.0378(6) are reproduced for the d = 2 O(3) Wilson-Fisher fixed point in the relativistic limit.Fourth-order polynomial fits describe both ρs and χ well.Source: A. Results for the O(3) model · p. 7
  • The Hamiltonian-limit analysis with ε = 0.1 and β = L also gives excellent fits, supporting recovery of the O(3) Wilson-Fisher fixed point.The temporal lattice extent is ten times larger than the spatial extent in these computations.Source: A. Results for the O(3) model · p. 7

d = 3 O(3)

  • In d = 3, results in both relativistic and Hamiltonian limits are consistent with the mean-field critical exponents expected for the nearly free O(3) theory.The scalar field theory is free up to logarithmic corrections in three spatial dimensions.Source: A. Results for the O(3) model · p. 7

B. Extension to O(2) and Z2 models

Suitable modifications of the O(3) qubit model reproduce critical scaling for O(2) and Z2 symmetries in two and three spatial dimensions.

O(2) model

Z2 model

  • The Z2 model is evaluated using susceptibility χ alone because it has no analog of ρs.The fit is performed after tuning the coupling near the critical point.Source: B. Extension to O(2) and Z2 models · p. 7
  • Z2 results agree with d = 2 Ising exponents ν = 0.629 971(4) and η = 0.036 298(2), while d = 3 results are mean-field-consistent.The agreement holds in both relativistic and Hamiltonian limits for d = 2.Source: B. Extension to O(2) and Z2 models · p. 7

C. Monomer density

The monomer density measures how perturbative the qubit-model ground state is and is closer to unity in the free-field-like d = 3 critical theories than in d = 2.

Monomer density

  • Monomer density v is extracted at the critical point by extrapolating data from the largest lattice sizes.The reported values appear in the last column of Table I, including the β → ∞ limit.Source: C. Monomer density · pp. 7, 10
  • v is the probability that a space-time site occupies the trivial Fock vacuum state.Source: C. Monomer density · p. 10
  • Values of v near 1 indicate a more perturbative ground state.Source: C. Monomer density · p. 10
  • The d = 3 models have v values closer to 1 than d = 2 models, consistent with free-field behavior near the d = 3 critical point.Source: C. Monomer density · p. 10

VI. CONCLUSIONS

The paper argues that two-qubit-per-site qubit regularizations reproduce continuum critical physics for O(3), O(2), and Z2 models, while the d = 1 case remains unresolved.

Conclusions

  • The results support matching traditional lattice-regularized quantum field theories in the continuum limits for the studied dimensions.Source: §VI · p. 10
  • Two qubits per lattice site reproduce Wilson-Fisher and Gaussian fixed-point scaling in the O(3) qubit model.Source: §VI · p. 10
  • Modified O(3) qubit regularizations reproduce the correct critical exponents for O(2) and Z2 theories.Source: §VI · p. 10

Limitations

  • The study does not determine whether the two-qubit regularization reproduces the traditional O(3) model in d = 1.The authors defer this question because possible critical behavior, including a Kosterlitz-Thouless phase or another fixed point, remains unresolved.Source: §VI · pp. 10–11

Conclusions

  • Table I compares relativistic and Hamiltonian results with Monte Carlo, conformal-bootstrap, and mean-field references.Source: Table I · p. 11

Appendix A: Tests of the Algorithm

The appendix tests the Monte Carlo formulation against exact calculations for small lattices and checks its continuous-time Hamiltonian limit.

  • The algorithm is tested by enumerating all configurations on a 2 × 2 lattice and evaluating four observables from the lattice partition function.Source: Appendix A · p. 11
  • The Monte Carlo method is compared with exact results for O(3), O(2), and Z2 models on a 2 × 2 space-time lattice.The comparison includes observables for all three models.Source: Appendix A · p. 11, Table II · p. 12
  • The formulation is checked in the εJ →0 limit by comparing charge and monomer-density calculations with exact Hamiltonian diagonalization.Finite-ε results are linearly extrapolated to ε →0.Source: Appendix A · p. 11, Table III · p. 12
  • The appendix presents Table II for the exact-versus-Monte-Carlo comparison and Table III for the Hamiltonian-diagonalization results.Source: Table II · p. 12, Table III · p. 12
Loading 1905.13204v1…