Polylogarithmic-Depth Quantum Algorithm for Simulating the Extended Hubbard Model on a Two-Dimensional Lattice Using the Fast Multipole Method
- URL: http://arxiv.org/abs/2512.03898v3
- Date: Mon, 08 Dec 2025 18:18:04 GMT
- Title: Polylogarithmic-Depth Quantum Algorithm for Simulating the Extended Hubbard Model on a Two-Dimensional Lattice Using the Fast Multipole Method
- Authors: Yu Wang, Martina Nibbi, Maxine Luo, Isabel Nha Minh Le, Yanbin Chen, J. Ignacio Cirac, Christian B. Mendl,
- Abstract summary: We present an efficient quantum algorithm for simulating the time evolution of the extended Hubbard model on a two-dimensional lattice.<n>We discuss how to leverage advances in two-dimensional neutral atom quantum computing, supporting non-local operations such as long-range gates and shuttling.
- Score: 2.0463843653867158
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: The extended Hubbard model on a two-dimensional lattice captures key physical phenomena, but is challenging to simulate due to the presence of long-range interactions. In this work, we present an efficient quantum algorithm for simulating the time evolution of this model. Our approach, inspired by the fast multipole method, approximates pairwise interactions by interactions between hierarchical levels of coarse-graining boxes. We discuss how to leverage recent advances in two-dimensional neutral atom quantum computing, supporting non-local operations such as long-range gates and shuttling. The resulting circuit depth for a single Trotter step scales polylogarithmically with system size.
Related papers
- Efficient Time Evolution of 2D Open-Quantum Lattice Models with Long-Range Interactions using Tensor Networks [0.0]
We present a construction of the time-evolution operator, as a projected entangled pair operator (denoted tePEPO)<n>We obtain approximations to realistic radial long-range interactions decaying with a power-law, that give accurate results with small tePEPO bond dimension.<n>This work demonstrates the applicability of tensor networks to two-dimensional systems widely studied in experiments, but previously inaccessible to non-semi-classical methods.
arXiv Detail & Related papers (2025-12-01T15:21:55Z) - Qudit-native simulation of the Potts model [0.19999259391104385]
We propose an approach for simulating the Potts model based on the Suzuki-Trotter decomposition that we construct for qudit systems.<n>Results establish a pathway toward qudit-based digital quantum simulation of many-body models.
arXiv Detail & Related papers (2025-11-17T16:38:48Z) - Variational approach to open quantum systems with long-range competing interactions [0.0]
We introduce an efficient and scalable approach to dissipative quantum lattices in one and two dimensions.<n>We showcase the versatility, effectiveness, and unique methodological advantages of our algorithm by simulating the non-equilibrium dynamics and steady states of spin-$frac12$ lattices.<n>This approach offers promising prospects for advancing our understanding of the complex non-equilibrium properties of a diverse variety of experimentally-realizable quantum systems with long-ranged interactions.
arXiv Detail & Related papers (2025-10-02T00:29:00Z) - Forecasting Low-Dimensional Turbulence via Multi-Dimensional Hybrid Quantum Reservoir Computing [0.0]
We introduce a hybrid quantum-classical reservoir architecture capable of handling multivariate time series through quantum evolution combined with classical memory enhancement.<n>We apply this framework to two paradigmatic models of chaotic behavior in fluid dynamics, where multiscale dynamics and nonlinearities play a dominant role.<n>The robustness observed and reliable performances for both dynamical systems suggest that this hybrid quantum approach offers a flexible platform for modelling complex nonlinear time series.
arXiv Detail & Related papers (2025-09-04T08:37:48Z) - Solving the Hubbard model with Neural Quantum States [66.55653324211542]
We study the state-of-the-art results for the doped two-dimensional (2D) Hubbard model.<n>We find different attention heads in the NQS ansatz can directly encode correlations at different scales.<n>Our work establishes NQS as a powerful tool for solving challenging many-fermions systems.
arXiv Detail & Related papers (2025-07-03T14:08:25Z) - Constructive interference at the edge of quantum ergodic dynamics [116.94795372054381]
We characterize ergodic dynamics using the second-order out-of-time-order correlators, OTOC$(2)$.<n>In contrast to dynamics without time reversal, OTOC$(2)$ are observed to remain sensitive to the underlying dynamics at long time scales.
arXiv Detail & Related papers (2025-06-11T21:29:23Z) - Multi-Timescale Coherent Control via Quantum Averaging Theory for High-Fidelity Gate Operations [0.0]
We present a two-timescale quantum averaging theory (QAT) for analytically modeling unitary dynamics in driven quantum systems.<n>We demonstrate the high precision achievable by applying this analytic technique to model a high-fidelity two-qubit quantum gate.<n>The results rapidly converge with numerical calculations of a fast-entangling Molmer-Sorensen trapped-ion-qubit gate.
arXiv Detail & Related papers (2025-03-11T20:56:45Z) - Fourier Neural Operators for Learning Dynamics in Quantum Spin Systems [77.88054335119074]
We use FNOs to model the evolution of random quantum spin systems.
We apply FNOs to a compact set of Hamiltonian observables instead of the entire $2n$ quantum wavefunction.
arXiv Detail & Related papers (2024-09-05T07:18:09Z) - Highly resolved spectral functions of two-dimensional systems with
neural quantum states [0.0]
We develop a versatile approach using neural quantum states to obtain spectral properties based on simulations of excitations initially localized in real or momentum space.
Our approach is broadly applicable to interacting quantum lattice models in two dimensions and opens up a route to compute spectral properties of correlated quantum matter in yet inaccessible regimes.
arXiv Detail & Related papers (2023-03-14T19:00:27Z) - Quantum emulation of the transient dynamics in the multistate
Landau-Zener model [50.591267188664666]
We study the transient dynamics in the multistate Landau-Zener model as a function of the Landau-Zener velocity.
Our experiments pave the way for more complex simulations with qubits coupled to an engineered bosonic mode spectrum.
arXiv Detail & Related papers (2022-11-26T15:04:11Z) - Tuning long-range fermion-mediated interactions in cold-atom quantum
simulators [68.8204255655161]
Engineering long-range interactions in cold-atom quantum simulators can lead to exotic quantum many-body behavior.
Here, we propose several tuning knobs, accessible in current experimental platforms, that allow to further control the range and shape of the mediated interactions.
arXiv Detail & Related papers (2022-03-31T13:32:12Z) - Simulating the Mott transition on a noisy digital quantum computer via
Cartan-based fast-forwarding circuits [62.73367618671969]
Dynamical mean-field theory (DMFT) maps the local Green's function of the Hubbard model to that of the Anderson impurity model.
Quantum and hybrid quantum-classical algorithms have been proposed to efficiently solve impurity models.
This work presents the first computation of the Mott phase transition using noisy digital quantum hardware.
arXiv Detail & Related papers (2021-12-10T17:32:15Z)
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.