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The cost of solving linear differential equations on a quantum computer: fast-forwarding to explicit resource counts

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arxiv 2309.07881 v3 pith:V6TYIOKQ submitted 2023-09-14 quant-ph

classification quant-ph
keywords quantumdynamicsfast-forwardinglinearallowcaseclassicalcost
verification ladder T0 review T1 audit T2 compute T3 formal
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abstract

How well can quantum computers simulate classical dynamical systems? There is increasing effort in developing quantum algorithms to efficiently simulate dynamics beyond Hamiltonian simulation, but so far exact resource estimates are not known. In this work, we provide two significant contributions. First, we give the first non-asymptotic computation of the cost of encoding the solution to general linear ordinary differential equations into quantum states -- either the solution at a final time, or an encoding of the whole history within a time interval. Second, we show that the stability properties of a large class of classical dynamics allow their fast-forwarding, making their quantum simulation much more time-efficient. From this point of view, quantum Hamiltonian dynamics is a boundary case that does not allow this form of stability-induced fast-forwarding. In particular, we find that the history state can always be output with complexity $O(T^{1/2})$ for any stable linear system. We present a range of asymptotic improvements over state-of-the-art in various regimes. We illustrate our results with a family of dynamics including linearized collisional plasma problems, coupled, damped, forced harmonic oscillators and dissipative nonlinear problems. In this case the scaling is quadratically improved, and leads to significant reductions in the query counts after inclusion of all relevant constant prefactors.

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Cited by 4 Pith papers

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score.

  1. Provable Quantum Speedups for Reaction-Rate Estimation in High-Dimensional Fokker-Planck Dynamics

    quant-ph 2026-01 conditional novelty 8.0 of 10

    A quantum algorithm estimates Fokker-Planck reaction rates with sublinear-time, polynomial-in-particle-number cost, giving an exponential-in-particle-number separation from the sharpest classical worst-case Langevin bounds.

  2. A shortcut to an optimal quantum linear system solver

    quant-ph 2024-06 accept novelty 7.0 of 10

    The paper gives a QLSS with query complexity (1+O(ε))κ ln(2√2/ε) using one kernel reflection when ||x|| is known, or O(κ log(1/ε)) overall, with explicit bound 56κ + 1.05κ ln(1/ε).

  3. Use of Faulty States in Cat-Code Error Correction

    quant-ph 2024-12 unverdicted novelty 6.0 of 10

    Proposes multi-component bridge states outside cat code space for syndrome extraction in teleportation-based cat code QEC when nonlinear interactions are limiting.

  4. Circuit-Efficient Randomized Quantum Simulation of Non-Unitary Dynamics with Observable-Driven and Symmetry-Aware Designs

    quant-ph 2025-09 reject novelty 5.0 of 10

    A randomized compilation of LCHS for non-unitary dynamics, with an observable-driven variant and a symmetry-aware sampler, claims reduced ancilla and circuit depth at the cost of more repetitions.

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