Stochastic Series Expansion Quantum Monte Carlo for Rydberg Arrays
- URL: http://arxiv.org/abs/2107.00766v3
- Date: Tue, 18 Jul 2023 20:52:36 GMT
- Title: Stochastic Series Expansion Quantum Monte Carlo for Rydberg Arrays
- Authors: Ejaaz Merali, Isaac J. S. De Vlugt, Roger G. Melko
- Abstract summary: Rydberg atoms are a powerful platform to realize strongly-interacting quantum many-body systems.
A common Rydberg Hamiltonian is free of the sign problem meaning that its equilibrium properties are amenable to efficient simulation by quantum Monte Carlo (QMC)
We show that the algorithm can reproduce experimental results on large Rydberg arrays in one and two dimensions.
- Score: 0.45119235878273
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: Arrays of Rydberg atoms are a powerful platform to realize
strongly-interacting quantum many-body systems. A common Rydberg Hamiltonian is
free of the sign problem, meaning that its equilibrium properties are amenable
to efficient simulation by quantum Monte Carlo (QMC). In this paper, we develop
a Stochastic Series Expansion QMC algorithm for Rydberg atoms interacting on
arbitrary lattices. We describe a cluster update that allows for the efficient
sampling and calculation of physical observables for typical experimental
parameters, and show that the algorithm can reproduce experimental results on
large Rydberg arrays in one and two dimensions.
Related papers
- Emergent disorder and sub-ballistic dynamics in quantum simulations of the Ising model using Rydberg atom arrays [1.6982404417199617]
Rydberg atom arrays with Van der Waals interactions provide a controllable path to simulate the locally connected transverse-field Ising model (TFIM)
We experimentally investigate the physics of TFIM far from equilibrium and uncover significant deviations from the theoretical predictions.
Our findings highlight the crucial role of atom motion in the many-body dynamics of Rydberg atom arrays at the TFIM limit.
arXiv Detail & Related papers (2024-11-20T19:00:01Z) - Supersymmetry dynamics on Rydberg atom arrays [3.8893479092045182]
Spacetime supersymmetry (SUSY) that interchanges fermions and bosons has not yet been revealed experimentally in particle physics.
We find that quantum mechanical SUSY can be realized in Floquet Rydberg atom arrays.
arXiv Detail & Related papers (2024-10-28T18:00:02Z) - 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) - Supersolidity in Rydberg tweezer arrays [0.41232474244672235]
Rydberg tweezer arrays provide a versatile platform to explore quantum magnets with dipolar XY or van-der-Waals Ising ZZ interactions.
We propose a scheme combining dipolar and van-der-Waals interactions between Rydberg atoms, where the amplitude of the latter can be greater than that of the former.
For repulsive interactions, we predict the existence of a robust supersolid phase in current Rydberg tweezer experiments.
arXiv Detail & Related papers (2024-07-17T17:21:30Z) - Quantum Monte Carlo simulations in the restricted Hilbert space of Rydberg atom arrays [0.0]
Rydberg atom arrays have emerged as a powerful platform to simulate a number of exotic quantum ground states and phase transitions.
We develop a versatile quantum Monte Carlo sampling technique which operates in the reduced Hilbert space generated by enforcing the constraint of a Rydberg blockade.
We show that it can efficiently generate the phase diagram of a Rydberg atom array, to temperatures much smaller than all energy scales involved, on a Kagom'e link lattice.
arXiv Detail & Related papers (2023-09-01T14:18:54Z) - A hybrid quantum-classical algorithm for multichannel quantum scattering
of atoms and molecules [62.997667081978825]
We propose a hybrid quantum-classical algorithm for solving the Schr"odinger equation for atomic and molecular collisions.
The algorithm is based on the $S$-matrix version of the Kohn variational principle, which computes the fundamental scattering $S$-matrix.
We show how the algorithm could be scaled up to simulate collisions of large polyatomic molecules.
arXiv Detail & Related papers (2023-04-12T18:10:47Z) - Towards Neural Variational Monte Carlo That Scales Linearly with System
Size [67.09349921751341]
Quantum many-body problems are central to demystifying some exotic quantum phenomena, e.g., high-temperature superconductors.
The combination of neural networks (NN) for representing quantum states, and the Variational Monte Carlo (VMC) algorithm, has been shown to be a promising method for solving such problems.
We propose a NN architecture called Vector-Quantized Neural Quantum States (VQ-NQS) that utilizes vector-quantization techniques to leverage redundancies in the local-energy calculations of the VMC algorithm.
arXiv Detail & Related papers (2022-12-21T19:00:04Z) - 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) - Quantum Markov Chain Monte Carlo with Digital Dissipative Dynamics on
Quantum Computers [52.77024349608834]
We develop a digital quantum algorithm that simulates interaction with an environment using a small number of ancilla qubits.
We evaluate the algorithm by simulating thermal states of the transverse Ising model.
arXiv Detail & Related papers (2021-03-04T18:21:00Z) - Bernstein-Greene-Kruskal approach for the quantum Vlasov equation [91.3755431537592]
The one-dimensional stationary quantum Vlasov equation is analyzed using the energy as one of the dynamical variables.
In the semiclassical case where quantum tunneling effects are small, an infinite series solution is developed.
arXiv Detail & Related papers (2021-02-18T20:55:04Z) - Assembled arrays of Rydberg-interacting atoms [0.0]
We demonstrate the first realization of Rydberg excitations and controlled interactions in microlens-generated multisite trap arrays of reconfigurable geometry.
We characterize the simultaneous coherent excitation of non-interacting atom clusters for the state $mathrm57D_5/2$ and analyze the experimental parameters and limitations.
arXiv Detail & Related papers (2020-08-11T17:18:42Z)
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.