Noise robustness of problem-to-simulator mappings for quantum many-body physics
- URL: http://arxiv.org/abs/2509.17579v1
- Date: Mon, 22 Sep 2025 11:06:11 GMT
- Title: Noise robustness of problem-to-simulator mappings for quantum many-body physics
- Authors: Rahul Trivedi, J. Ignacio Cirac,
- Abstract summary: Simulating quantum dynamics on digital or analog quantum simulators often requires problem-to-simulator" mappings.<n>We prove that in all of these mappings, local observables can be determined to a system-size independent, precision that scales sublinearly with the noise-rate in the simulator.
- Score: 0.12277343096128711
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: Simulating quantum dynamics on digital or analog quantum simulators often requires ``problem-to-simulator" mappings such as trotterization, floquet-magnus expansion or perturbative expansions. When the simulator is noiseless, it is well understood that these problem-to-simulator mappings can be made as accurate as desired at the expense of simulator run-time. However, precisely because the simulator has to be run for a longer time to increase its accuracy, it is expected that noise in the quantum simulator catastrophically effects the simulator output. We show that, contrary to this expectation, these mappings remain stable to noise when considering the task of simulating dynamics of local observables in quantum lattice models. Specifically, we prove that in all of these mappings, local observables can be determined to a system-size independent, precision that scales sublinearly with the noise-rate in the simulator. Our results provide theoretical evidence that quantum simulators can be used for solving problems in many-body physics without or with modest error correction.
Related papers
- PolySim: Bridging the Sim-to-Real Gap for Humanoid Control via Multi-Simulator Dynamics Randomization [53.7088694598817]
We introduce PolySim, a WBC training platform that integrates multiple heterogeneous simulators.<n>Theoretically, we show that PolySim yields a tighter upper bound on simulator inductive bias than single-simulator training.
arXiv Detail & Related papers (2025-10-02T06:31:42Z) - Error mitigation of shot-to-shot fluctuations in analog quantum simulators [46.54051337735883]
We introduce an error mitigation technique that addresses shot-to-shot fluctuations in the parameters for the Hamiltonian governing the system dynamics.<n>We rigorously prove that amplifying this shot-to-shot noise and extrapolating to the zero-noise limit recovers noiseless results for realistic noise distributions.<n> Numerically, we predict a significant enhancement in the effective many-body coherence time for Rydberg atom arrays under realistic conditions.
arXiv Detail & Related papers (2025-06-19T18:00:00Z) - Quantum simulation of the Hubbard model on a graphene hexagon: Strengths of IQPE and noise constraints [0.0]
We simulate the Hubbard model on a six-site graphene hexagon using Qiskit.<n>In noiseless simulations, IQPE converges within a few iterations to exact ground-state energies.<n>We implement the IQPE algorithm on IBM's ibm_strasbourg and ibm_fez devices for a reduced three-site Hubbard model.
arXiv Detail & Related papers (2025-06-05T13:40:08Z) - Quantum dynamics in frustrated Ising fullerenes [37.881496223977706]
This study experimentally demonstrates quantum fluctuations lifting the degenerate ground-state manifold of classical magnetic configurations.<n>We observe significant performance improvement across generations of superconducting quantum annealers.
arXiv Detail & Related papers (2025-05-13T22:12:11Z) - GausSim: Foreseeing Reality by Gaussian Simulator for Elastic Objects [55.02281855589641]
GausSim is a novel neural network-based simulator designed to capture the dynamic behaviors of real-world elastic objects represented through Gaussian kernels.<n>We leverage continuum mechanics and treat each kernel as a Center of Mass System (CMS) that represents continuous piece of matter.<n>In addition, GausSim incorporates explicit physics constraints, such as mass and momentum conservation, ensuring interpretable results and robust, physically plausible simulations.
arXiv Detail & Related papers (2024-12-23T18:58:17Z) - Accuracy guarantees and quantum advantage in analogue open quantum simulation with and without noise [0.0]
We theoretically analyze noisy analogue quantum simulation of geometrically local open quantum systems.
We show that the dynamics of local observables can be obtained to a precision of $varepsilon$ in time that is $textpoly(varepsilon-1)$ and uniform in system size.
We establish that the quantum simulator would provide a superpolynomial advantage, in run-time scaling with respect to the target precision and either the evolution time or the Lindbladian's decay rate.
arXiv Detail & Related papers (2024-04-17T05:40:08Z) - Programmable quantum simulations on a trapped-ions quantum simulator with a global drive [0.0]
We experimentally demonstrate a method for quantum simulations on a small-scale trapped ions-based quantum simulator.<n>We measure the evolution of a quantum Ising ring and accurately reconstruct the Hamiltonian parameters, showcasing an accurate and high-fidelity simulation.
arXiv Detail & Related papers (2023-08-30T13:49:05Z) - Probing finite-temperature observables in quantum simulators of spin
systems with short-time dynamics [62.997667081978825]
We show how finite-temperature observables can be obtained with an algorithm motivated from the Jarzynski equality.
We show that a finite temperature phase transition in the long-range transverse field Ising model can be characterized in trapped ion quantum simulators.
arXiv Detail & Related papers (2022-06-03T18:00:02Z) - Simulation and performance analysis of quantum error correction with a
rotated surface code under a realistic noise model [0.6946929968559495]
Demonstration of quantum error correction (QEC) is one of the most important milestones in the realization of fully-fledged quantum computers.
In this work, we performed a full simulation of QEC for the rotated surface codes with a code distance 5, which employs 49 qubits.
We evaluate the logical error probability in a realistic noise model that incorporates not only Pauli errors but also coherent errors due to a systematic control error or unintended interactions.
arXiv Detail & Related papers (2022-04-25T02:45:06Z) - Fermionic approach to variational quantum simulation of Kitaev spin
models [50.92854230325576]
Kitaev spin models are well known for being exactly solvable in a certain parameter regime via a mapping to free fermions.
We use classical simulations to explore a novel variational ansatz that takes advantage of this fermionic representation.
We also comment on the implications of our results for simulating non-Abelian anyons on quantum computers.
arXiv Detail & Related papers (2022-04-11T18:00:01Z) - Transport away your problems: Calibrating stochastic simulations with
optimal transport [0.0]
We leverage methods from transportation theory to construct "calibrated" simulators.
We use a neural network to compute minimal modifications to the individual samples produced by the simulator.
We illustrate the method and its benefits in the context of experimental particle physics.
arXiv Detail & Related papers (2021-07-19T07:11:13Z) - Fast and differentiable simulation of driven quantum systems [58.720142291102135]
We introduce a semi-analytic method based on the Dyson expansion that allows us to time-evolve driven quantum systems much faster than standard numerical methods.
We show results of the optimization of a two-qubit gate using transmon qubits in the circuit QED architecture.
arXiv Detail & Related papers (2020-12-16T21:43:38Z) - Realistic simulation of quantum computation using unitary and
measurement channels [1.406995367117218]
We introduce a new simulation approach that relies on approximating the density matrix evolution by a sum of unitary and measurement channels.
This model shows an improvement of at least one order of magnitude in terms of accuracy compared to the best known approaches.
arXiv Detail & Related papers (2020-05-13T14:29:18Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.