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Journal of Computational Physics

A quantum lattice algorithm with fourth-order accuracy for the one-dimensional Dirac equation

Paul J. Dellar

Published Apr 8, 2025• 0 citations
Publisher

Abstract

The discrete time quantum walk is a quantum cellular automaton whose wavefunction comprises pairs of complex numbers assigned to uniformly spaced points on a line. The wavefunction evolves through the application of an alternating sequence of unitary operators: streaming of wavefunction values to adjacent points, and a Hadamard-type unitary matrix to blend pairs of values at individual points. Each operator generates the exact evolution due to part of the Hamiltonian for the one-dimensional Dirac equation over a finite time step. Composing these operators thus creates a discrete approximation to the Dirac equation. However, the composition of two non-commuting operators creates a global splitting error proportional to the length of the time step. The global error can be reduced from first order to second order in the time step by a unitary pre- and post-processing of the initial conditions and final output. The algorithm then becomes equivalent to a symmetric composition, a Strang splitting, between the two operators. This paper describes a fourth-order accurate composition scheme using nine stages, the fewest possible when the lengths of the time steps employed in the different stages are constrained to be integer multiples of some base time step. Each stage is itself a symmetric composition between two operators. This fourth-order scheme produces quantitatively smaller errors for a typical benchmark problem on spatial lattices with 1024 or more points, and shows the expected fourth-order convergence on sufficiently fine lattices. It has greater accuracy, over sufficiently long times, than three better-known fourth-order composition schemes using fewer stages, but with lengths related by irrational coefficients. The truncation error for plane-wave solutions is due to an operator that separates into a resonant part proportional to the Hamiltonian, and a non-resonant part orthogonal to the Hamiltonian. The resonant part commutes with the exact evolution operator, so its error accumulates to grow linearly with time. The orthogonal part produces oscillations that remain bounded over many time steps. The nine-stage integer scheme has the smallest resonant truncation error of the four schemes, despite being the only scheme that can be implemented using local operations. The other schemes implement streaming by irrational fractions of the lattice spacing using discrete Fourier transforms. • A fourth-order accurate quantum algorithm using local operations on regular lattices. • Higher quantitative accuracy for relevant problem sizes than existing schemes. • Higher long-time accuracy than standard fourth-order schemes with global operations. • Discrete invariants give fourth and higher order approximations to the energy.

DOI
10.1016/j.jcp.2025.113991

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The discrete time quantum walk is a quantum cellular automaton whose wavefunction comprises pairs of complex numbers assigned to uniformly spaced points on a line. The wavefunction evolves through the application of an alternating sequence of unitary operators: streaming of wavefunction values to adjacent points, and a Hadamard-type unitary matrix to blend pairs of values at individual points. Each operator generates the exact evolution due to part of the Hamiltonian for the one-dimensional Dirac equation over a finite time step. Composing these operators thus creates a discrete approximation to the Dirac equation. However, the composition of two non-commuting operators creates a global splitting error proportional to the length of the time step. The global error can be reduced from first order to second order in the time step by a unitary pre- and post-processing of the initial conditions and final output. The algorithm then becomes equivalent to a symmetric composition, a Strang splitting, between the two operators. This paper describes a fourth-order accurate composition scheme using nine stages, the fewest possible when the lengths of the time steps employed in the different stages are constrained to be integer multiples of some base time step. Each stage is itself a symmetric composition between two operators. This fourth-order scheme produces quantitatively smaller errors for a typical benchmark problem on spatial lattices with 1024 or more points, and shows the expected fourth-order convergence on sufficiently fine lattices. It has greater accuracy, over sufficiently long times, than three better-known fourth-order composition schemes using fewer stages, but with lengths related by irrational coefficients. The truncation error for plane-wave solutions is due to an operator that separates into a resonant part proportional to the Hamiltonian, and a non-resonant part orthogonal to the Hamiltonian. The resonant part commutes with the exact evolution operator, so its error accumulates to grow linearly with time. The orthogonal part produces oscillations that remain bounded over many time steps. The nine-stage integer scheme has the smallest resonant truncation error of the four schemes, despite being the only scheme that can be implemented using local operations. The other schemes implement streaming by irrational fractions of the lattice spacing using discrete Fourier transforms. • A fourth-order accurate quantum algorithm using local operations on regular lattices. • Higher quantitative accuracy for relevant problem sizes than existing schemes. • Higher long-time accuracy than standard fourth-order schemes with global operations. • Discrete invariants give fourth and higher order approximations to the energy.
Quantum lattice algorithms originated with the Feynman checkerboard model for the one-dimensional Dirac equation. They offer discrete models of quantum mechanics in which the complex numbers representing wavefunction values on a discrete spatial lattice evolve through discrete unitary operations. This paper draws together some of the identical, or at least unitarily equivalent, algorithms that have appeared in three largely disconnected strands of research. Treated as conventional numerical algorithms, they are all only first order accurate under refinement of the discrete space/time grid, but may be raised to second order by a unitary change of variables. Much more efficient implementations arise from replacing the evolution through a sequence of unitary intermediate steps with a short path integral formulation that expresses the wavefunction at each spatial point on the most recent time level as a linear combination of values at immediately preceding time levels and neighbouring spatial points. In one dimension, a particularly elegant reformulation replaces two variables at two time levels with a single variable over three time levels. The resulting algorithm is a variational integrator arising from a discrete action principle, and coincides with the Ablowitz–Kruskal–Ladik finite difference scheme for the Klein–Gordon equation.
We show that the Dirac quantum cellular automaton [A. Bisio, G. M. D'Ariano, and A. Tosini, Ann. Phys. (N.Y.) 354, 244 (2015)] shares many properties in common with the discrete-time quantum walk. These similarities can be exploited to study the automaton as a unitary process that takes place at regular time steps on a one-dimensional lattice, in the spirit of general quantum cellular automata. In this way, it becomes an alternative to the quantum walk, with a dispersion relation that can be controlled by a parameter that plays a similar role to the coin angle in the quantum walk. The Dirac Hamiltonian is recovered under a suitable limit. We provide two independent analytical approximations to the long-term probability distribution. It is shown that, starting from localized conditions, the asymptotic value of the entropy of entanglement between internal and motional degrees of freedom overcomes the known limit that is approached by the quantum walk for the same initial conditions and is similar to the ones achieved by highly localized states of the Dirac equation.
Dirac Cellular Automata (DCA) provide a framework for simulating Dirac dynamics, yet the rigid coupling between spatial and temporal resolutions can introduce artificial phase-matching symmetries on finite grids that suppress interference phenomena such as Zitterbewegung. In this work, we propose a Split-Step Dirac Cellular Automaton (SDCA) that enables continuous-time Dirac evolution at fixed spatial discretization. By employing a Trotterized fractional-step scheme in the momentum representation, SDCA breaks the phase-matching cancellation present in the standard DCA and recovers the interference dynamics of the continuous-time limit. We benchmark the SDCA through analytical and numerical studies and demonstrate its implementation on IBM Quantum processors. Despite the increased circuit depth required for finer temporal resolution, the NISQ implementation reproduces the characteristic velocity oscillations and entanglement-entropy dynamics of the continuous-time model. We further investigate hardware-topology trade-offs and dynamic circuit implementations of the Quantum Fourier Transform (QFT), highlighting the competing effects of gate errors, measurement, and feed-forward latency. These results demonstrate that SDCA provides a practical framework for improving temporal resolution while maintaining a fixed spatial quantum register, enabling the exploration of relativistic quantum dynamics on near-term quantum devices.
Simulations of one quantum system by an other has an implication in realization of quantum machine that can imitate any quantum system and solve problems that are not accessible to classical computers. One of the approach to engineer quantum simulations is to discretize the space-time degree of freedom in quantum dynamics and define the quantum cellular automata (QCA), a local unitary update rule on a lattice. Different models of QCA are constructed using set of conditions which are not unique and are not always in implementable configuration on any other system. Dirac Cellular Automata (DCA) is one such model constructed for Dirac Hamiltonian (DH) in free quantum field theory. Here, starting from a split-step discrete-time quantum walk (QW) which is uniquely defined for experimental implementation, we recover the DCA along with all the fine oscillations in position space and bridge the missing connection between DH-DCA-QW. We will present the contribution of the parameters resulting in the fine oscillations on the Zitterbewegung frequency and entanglement. The tuneability of the evolution parameters demonstrated in experimental implementation of QW will establish it as an efficient tool to design quantum simulator and approach quantum field theory from principles of quantum information theory.
The Dirac equation can be modelled as a quantum walk (QW), whose main features are being: discrete in time and space (i.e. a unitary evolution of the wave-function of a particle on a lattice); homogeneous (i.e. translation-invariant and time-independent) and causal (i.e. information propagates at a bounded speed, in a strict sense). This link, which was proposed already by Succi and Benzi, Bialynicki-Birula and Meyer, is shown to hold for Bargmann–Wigner equations and symmetric hyperbolic systems in general. We then analytically prove the convergence of the solution of the QW to the solution of the Cauchy problem for the Dirac equation. We do so by adapting a powerful method from standard numerical analysis, which is of general interest to the field of quantum simulation. At the practical level, this result provides precise error bounds and convergence rates, thereby validating the QW as a quantum simulation scheme. At the theoretical level, it reinforces the status of this QW as a simple, discrete toy model of relativistic particles.
Quantum simulation is an important way to study the Dirac particles in a general situation. Discrete quantum walk (DQW), is a powerful quantum simulation scheme, and implementable in well controllable table-top set-ups. We first identify that the conventional DQW can't exactly simulate Dirac Cellular Automaton (DCA), a discretized theory of free Dirac Hamiltonian (DH). We found some choice of coin parameters of the split-step (SS) DQW, a generalization of DQW can fully simulate single-particle DCA. Next we question whether the same SS-DQW can simulate dynamics of free Dirac particle with extra degrees of freedom like colors, flavors besides the spin or chirality. One such example is Neutrino oscillation. By moving from the U(2) coined SS-DQW to the U(6) coined SS-DQW we have simulated the exact probability profile of Neutrino flavor transitions. We further probe towards simulating single particle massive DH in presence of background potentials and space-time curvature. By using a SS-DQW with position-time dependent coin parameters, and we realize that it will give us an unbounded effective Hamiltonian, at the continuum limit of position-time. So we have introduced a modified version of SS-DQW which will produce a bounded effective Hamiltonian. This modified SS-DQW with U(2) coin operations produces single-particle massive DH in presence of abelian gauge potentials and space-time curvature. Introducing higher dimensional---U(N) coin operations in the modified SS-DQW we can include non-abelian potentials in the same DH. In order to simulate two-particle DH in presence of curved space-time and external potentials, we have used two particle modified SS-DQW, where the shift operations act separately on each particle, the coin operations which act simultaneously on both particles contain all kinds of interactions.