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arXiv:2611.02357

Quantum simulation of dissipative acoustic and elastic waves by Schrödingerisation: absorbing boundaries and explicit polynomial-size circuits

Hoang Anh Nguyen, Ali Tura

physics.comp-phquant-phSubmitted Nov 2, 2026• Announced Nov 3, 2026
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Abstract

Explicit quantum circuits for the acoustic and elastic wave equations, obtained by Hamiltonian simulation of their first-order forms, conserve energy and therefore describe closed domains: an outgoing wave reflects off the edge of the computational region or, with periodic boundaries, wraps around and re-enters from the opposite side. We open the domain with the simplest physical absorber, a graded sponge layer in which every wave field is damped at a rate that grows towards the outer edge, and implement the resulting dissipative dynamics on a quantum simulator by Schrödingerisation, which turns a non-unitary linear evolution into a family of unitary ones by means of a single auxiliary variable. We derive the whole chain from the partial differential equation to the circuit, in one, two and three dimensions. An independent finite-difference solver confirms that damping all wave fields absorbs far better than the common velocity-only damping mask. For the sponge the quantum analysis is sharp: recovery is exact on the whole non- negative half of the auxiliary axis at every time; that axis can be truncated periodically at a length set by the largest damping rate and the simulated time; and the success probability is a fixed constant, about 0.4, times the fraction of the energy not yet absorbed, with only one or two auxiliary qubits measured. On the circuit side, the damping step, which generic synthesis compiles into a number of controlled-NOT gates exponential in the number of qubits, factorises exactly into polynomially many multi-controlled phase gates. Gate-level simulations on up to 25 qubits agree with the classical solutions of the damped wave equations.

AI Summary

Hamiltonian simulation of discretised wave equations conserves energy, so finite domains produce reflections or periodic wrap-around. This paper develops explicit quantum circuits for acoustic and isotropic elastic waves with absorbing boundaries, combining a graded sponge layer with Schrödingerisation. The construction covers one, two and three dimensions. Energy-scaled first-order fields and paired forward/backward differences give a Hermitian wave Hamiltonian $H$; damping produces $A=-iH-\Sigma$, with $\Sigma\ge0$ diagonal. Schrödingerisation adds an auxiliary coordinate $p$. Half-line energy estimates establish exact continuum recovery $w(t,p)=e^{-p}\psi(t)$ for all $p\ge0$, and a domain-of-dependence argument gives the sufficient periodic-truncation condition $p_{\max}\ge p^*+\|\Sigma\|T$. Post-selection succeeds with probability $\kappa_g\|\psi(T)\|^2/\|\psi(0)\|^2$, where $\kappa_g\approx0.4$; one or two auxiliary qubits select the recovery window. For fixed-degree polynomial damping profiles on dyadic pieces, the damping unitary factorises exactly into polynomially many controlled phases, avoiding generic exponential-size diagonal synthesis. Combined with existing wave circuits and Strang splitting, this gives polynomial gate counts per step. Gate-level statevector simulations on 17–25 qubits reproduce classical damped-wave references with reported relative errors $5\times10^{-4}$–$1.7\times10^{-2}$. Independent classical solvers also compare full-field and velocity-only damping. The sponge is not perfectly matched: multidimensional reflections remain percent-level on tested grids. Recovery becomes expensive as energy is absorbed, auxiliary wrap-around can contaminate post-selection, and the resolution-dependent Trotter constant is measured rather than bounded. No hardware experiment is reported; enlarging a closed domain remains an alternative for short transients.

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Explicit quantum circuits for the acoustic and elastic wave equations, obtained by Hamiltonian simulation of their first-order forms, conserve energy and therefore describe closed domains: an outgoing wave reflects off the edge of the computational region or, with periodic boundaries, wraps around and re-enters from the opposite side. We open the domain with the simplest physical absorber, a graded sponge layer in which every wave field is damped at a rate that grows towards the outer edge, and implement the resulting dissipative dynamics on a quantum simulator by Schrödingerisation, which turns a non-unitary linear evolution into a family of unitary ones by means of a single auxiliary variable. We derive the whole chain from the partial differential equation to the circuit, in one, two and three dimensions. An independent finite-difference solver confirms that damping all wave fields absorbs far better than the common velocity-only damping mask. For the sponge the quantum analysis is sharp: recovery is exact on the whole non- negative half of the auxiliary axis at every time; that axis can be truncated periodically at a length set by the largest damping rate and the simulated time; and the success probability is a fixed constant, about 0.4, times the fraction of the energy not yet absorbed, with only one or two auxiliary qubits measured. On the circuit side, the damping step, which generic synthesis compiles into a number of controlled-NOT gates exponential in the number of qubits, factorises exactly into polynomially many multi-controlled phase gates. Gate-level simulations on up to 25 qubits agree with the classical solutions of the damped wave equations.
Hamiltonian simulation of discretised wave equations conserves energy, so finite domains produce reflections or periodic wrap-around. This paper develops explicit quantum circuits for acoustic and isotropic elastic waves with absorbing boundaries, combining a graded sponge layer with Schrödingerisation.
The construction covers one, two and three dimensions. Energy-scaled first-order fields and paired forward/backward differences give a Hermitian wave Hamiltonian HHH; damping produces A=−iH−ΣA=-iH-\SigmaA=−iH−Σ, with Σ≥0\Sigma\ge0Σ≥0 diagonal. Schrödingerisation adds an auxiliary coordinate ppp. Half-line energy estimates establish exact continuum recovery w(t,p)=e−pψ(t)w(t,p)=e^{-p}\psi(t)w(t,p)=e−pψ(t) for all p≥0p\ge0p≥0, and a domain-of-dependence argument gives the sufficient periodic-truncation condition pmax⁡≥p∗+∥Σ∥Tp_{\max}\ge p^*+\|\Sigma\|Tpmax​≥p∗+∥Σ∥T. Post-selection succeeds with probability κg∥ψ(T)∥2/∥ψ(0)∥2\kappa_g\|\psi(T)\|^2/\|\psi(0)\|^2κg​∥ψ(T)∥2/∥ψ(0)∥2, where κg≈0.4\kappa_g\approx0.4κg​≈0.4; one or two auxiliary qubits select the recovery window.
For fixed-degree polynomial damping profiles on dyadic pieces, the damping unitary factorises exactly into polynomially many controlled phases, avoiding generic exponential-size diagonal synthesis. Combined with existing wave circuits and Strang splitting, this gives polynomial gate counts per step. Gate-level statevector simulations on 17–25 qubits reproduce classical damped-wave references with reported relative errors 5×10−45\times10^{-4}5×10−4–1.7×10−21.7\times10^{-2}1.7×10−2. Independent classical solvers also compare full-field and velocity-only damping.
The sponge is not perfectly matched: multidimensional reflections remain percent-level on tested grids. Recovery becomes expensive as energy is absorbed, auxiliary wrap-around can contaminate post-selection, and the resolution-dependent Trotter constant is measured rather than bounded. No hardware experiment is reported; enlarging a closed domain remains an alternative for short transients.
Explicit quantum circuits for the wave equation, built by Hamiltonian simulation, are restricted to closed domains, in which outgoing waves reflect off the edge of the computational region and return. We lift that restriction with absorbing boundaries of the convolution type - a complex-frequency-shifted perfectly matched layer realised through exponential-kernel memory variables - and make the resulting non-unitary dynamics quantum-implementable by Schrodingerisation. We obtain three results. First, explicit gate-level circuits for the absorbing evolution, obtained by extending a Bell- basis term-evolution circuit to projector-valued operator strings and Trotterising to second order; these run end to end on seventeen to twenty-one qubits and agree with exact references to within a tenth of a percent to a percent. Second, a structural obstruction: the memory form of the absorbing generator carries an irreducibly indefinite Hermitian part, whose largest eigenvalue grows as the square root of the absorption strength divided by the grid spacing and survives any diagonal rescaling of the memory fields. The known recovery threshold for Schrodingerisation then makes the post-selection cost grow exponentially in the simulated time. Third, a remedy: a Lyapunov symmetrizer, precomputed classically, renders the transformed generator dissipative and replaces that time-dependent penalty with a time-independent conditioning factor of several hundred, measured on grids of up to four thousand unknowns and saturating under mesh refinement. The crossover is early: past it the symmetrized recovery is cheaper by four to twenty-six orders of magnitude in post-selection cost, and at the longest horizons tested it is the only recovery that works.
We construct explicit quantum circuits for the velocity-stress formulation of elastic wave equations in homogeneous media using Schrödingerisation. After rewriting the equations in symmetric matrix form(SMF), we use Fourier spectral discretization for source-driven periodic problems and staggered-grid finite differences for Dirichlet, Neumann, and impedance boundary conditions. The Schrödingerisation method transforms any linear PDEs into a system of Schrödinger-type PDEs -with unitary evolution- using the warped phase transformation that maps the equations in one higher dimension. For periodic problems, we develop circuits by combining controlled Fourier-mode rotations. For physical boundaries, interleaved encoding swaps the spatial and field-component registers, enabling a more efficient circuit construction using shift operators. We analyze pppth-order Trotter-Suzuki formulas and derive splitting-error and CNOT-gate estimates, under the assumptions of smooth auxiliary initialization and solution-state recovery. Comparison with classical partitioned splitting methods identifies a polynomial improvement in spatial-resolution dependence for the quantum state-evolution subroutine. Noiseless circuit simulations of a forced periodic problem and an impedance problem illustrate the constructions and quantify their errors against exact solutions and classical reference computations.
In this paper we study quantum simulation algorithms on the elastic wave equations using the Schrödingerisation method. The Schrödingerisation method transforms any linear PDEs into a system of Schrödinger-type PDEs–with unitary evolution–using the warped phase transformation that maps the equations in one higher dimension. This makes them suitable for quantum simulations. We explore the application in two forms of the elastic wave equations. For the velocity-stress equation in isotropic media, we explore the symmetric matrix form under the external forcing via Schrödingerisation combined with spectral method. For problems with variable medium parameters, we apply Schrödingerisation method based on the staggered grid method to simulate velocity and stress fields, and give the complexity estimates. For the wave displacement equation, we transform it into a hyperbolic system and apply the Schrödingerisation method, which is then discretized by the spectral method and central difference scheme. Details of the quantum algorithms will be provided, along with the complexity analysis which demonstrates an exponential quantum advantage in space dimension over the classical algorithms if only considering the quantum subroutine which evolves the initial quantum state to the final quantum state.
We present an explicit quantum circuit construction for Hamiltonian simulation of a first-order velocity--stress formulation of the three-dimensional elastic wave equation in homogeneous isotropic media. Previous studies have shown how elastic wave equations can be cast into forms amenable to Hamiltonian simulation, but they typically rely on black box Hamiltonian access assumptions, making gate complexity estimation difficult. Starting from the first-order velocity--stress formulation, we discretize the system by finite differences, transform it into Schrödinger form, and exploit the separation between the component register and the spatial register to decompose the Hamiltonian into structured tensor product terms. This yields explicit implementations of first-order and second-order Trotter formulas for the resulting time evolution operator. We derive corresponding error bounds and constant sensitive qubit and CNOT complexity estimates in terms of the discretization parameter, simulation time, target accuracy, and material parameters. Numerical experiments validate the proposed framework through comparisons with the exact time evolution and reconstructed physical fields.
Abstract. Quantum dynamics, typically expressed in the form of a time-dependent Schrödinger equation with a Hermitian Hamiltonian, is a natural application for quantum computing. However, when simulating quantum dynamics that involves the emission of electrons, it is necessary to use artificial boundary conditions (ABCs) to confine the computation within a fixed domain. The introduction of ABCs alters the Hamiltonian structure of the dynamics, and existing quantum algorithms cannot be directly applied since the evolution is no longer unitary. The current paper utilizes a recently introduced Schrödingerization method that converts non-Hermitian dynamics into a Schrödinger form for the artificial boundary problems [S. Jin, N. Liu, and Y. Yu, Quantum Simulation of Partial Differential Equations via Schrödingerisation, preprint, arXiv:2212.13969 , 2022], [S. Jin, N. Liu, and Y. Yu, Phys. Rev. A, 108 (2023), 032603]. We implement this method for three types of ABCs, including the complex absorbing potential technique, perfectly matched layer methods, and Dirichlet-to-Neumann approach. We analyze the query complexity of these algorithms and perform numerical experiments to demonstrate the validity of this approach. This helps to bridge the gap between available quantum algorithms and computational models for quantum dynamics in unbounded domains.
Wave equations provide a natural testbed for near-term quantum simulation of partial differential equations, but hardware demonstrations have remained limited in spatial dimension, equation class, system size, and physically meaningful output. We develop and benchmark structure-preserving, Fourier-based quantum circuits for the one- and two dimensional acoustic wave equations and Dirac dynamics with variable mass on the Quantinuum H2-2 trapped-ion processor. The experiments include one-dimensional grids with up to 102410241024 points and 32×3232\times3232×32 two-dimensional grids, corresponding to an encoded state-space dimension of up to 409640964096. Rather than reconstructing the full fields, we estimate subdomain kinetic energies directly from measurement samples. Across all tested acoustic and Dirac dynamics problems, the H2-2 results track the classical kinetic-energy dynamics with mean absolute errors between 5.9×10−35.9\times10^{-3}5.9×10−3 and 2.4×10−22.4\times10^{-2}2.4×10−2. At fixed retained bandwidth, the compiled gate counts grow approximately quadratically with the number of grid qubits; the acoustic circuit sizes are essentially independent of evolution time, whereas the cost also grows with the number of product-formula steps. These results provide hardware-level evidence that accurate observable dynamics can remain resolvable for structured wave problems with thousands of encoded degrees of freedom on a present-day trapped-ion processor.