aiqbench analysis
This research advances quantum simulation techniques by adapting the Schrödingerization method to solve classical Liouville equations with discontinuous potentials, a scenario where traditional grid-based methods suffer from exponential scaling issues. By embedding non-unitary dynamics into an auxiliary unitary system, the proposed algorithms achieve polynomial complexity relative to accuracy requirements while correctly modeling particle transmission and reflection at potential barriers. The work demonstrates that quantum approaches can efficiently handle high-dimensional phase-space problems previously intractable for classical numerical schemes.
Quantum simulation of the Liouville equation in classical mechanics with discontinuous potential via Schr\"odingerization
arXiv:2606.15066v1 Announce Type: new Abstract: We develop quantum simulation algorithms for the Liouville equation of classical mechanics with discontinuous potential. Such discontinuities represent potential barriers at which classical particles undergo energy preserving transmission or reflection, and the resulting interface conditions must be incorporated into the numerical flux. We combine Hamiltonian-preserving schemes by Jin and Wen in Commun. Math. Sci. 3(3), 285-315 (2005) with the Schr\"odingerization method, which embeds the resulting nonunitary semi-discrete dynamics into a unitary Schr\"odinger type system in one additional auxiliary variable [arXiv:2212.14703, arXiv:2212.13969]. For one-, two-, and $n$-dimensional problems with grid aligned interfaces, we construct sparse matrix representations of the transmission and reflection fluxes using step and hat functions, derive the corresponding Hamiltonians of the Schr\"odingerized systems, and analyze their sparse-access query complexity. In the sparse-access oracle model, the resulting algorithms have a polynomial dependence on the inverse accuracy and avoid the exponential dependence on the phase-space dimension suffered by classical grid based Hamiltonian-preserving schemes, up to the cost of implementing the oracles and the postselection overhead. We also describe the postselected recovery of the physical solution state and the quantum readout of macroscopic observables such as density and averaged velocity through overlap estimation. Numerical experiments based on classical simulation of the Schr\"odingerized dynamics validate the proposed formulation and illustrate the correct transmission/reflection behavior at potential barriers.
Abstract:We develop quantum simulation algorithms for the Liouville equation of classical mechanics with discontinuous potential. Such discontinuities represent potential barriers at which classical particles undergo energy preserving transmission or reflection, and the resulting interface conditions must be incorporated into the numerical flux. We combine Hamiltonian-preserving schemes by Jin and Wen in Commun. Math. Sci. 3(3), 285-315 (2005) with the Schrödingerization method, which embeds the resulting nonunitary semi-discrete dynamics into a unitary Schrödinger type system in one additional auxiliary variable [arXiv:2212.14703, arXiv:2212.13969]. For one-, two-, and $n$-dimensional problems with grid aligned interfaces, we construct sparse matrix representations of the transmission and reflection fluxes using step and hat functions, derive the corresponding Hamiltonians of the Schrödingerized systems, and analyze their sparse-access query complexity. In the sparse-access oracle model, the resulting algorithms have a polynomial dependence on the inverse accuracy and avoid the exponential dependence on the phase-space dimension suffered by classical grid based Hamiltonian-preserving schemes, up to the cost of implementing the oracles and the postselection overhead. We also describe the postselected recovery of the physical solution state and the quantum readout of macroscopic observables such as density and averaged velocity through overlap estimation. Numerical experiments based on classical simulation of the Schrödingerized dynamics validate the proposed formulation and illustrate the correct transmission/reflection behavior at potential barriers.
arXiv:2606.15066 [quant-ph]
(or arXiv:2606.15066v1 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2606.15066 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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