Quantum circuits for the preparation of spin eigenfunctions on quantum
computers
- URL: http://arxiv.org/abs/2202.09479v1
- Date: Sat, 19 Feb 2022 00:21:46 GMT
- Title: Quantum circuits for the preparation of spin eigenfunctions on quantum
computers
- Authors: Alessandro Carbone, Davide Emilio Galli, Mario Motta, Barbara Jones
- Abstract summary: Hamiltonian symmetries are an important instrument to classify relevant many-particle wavefunctions.
This work presents quantum circuits for the exact and approximate preparation of total spin eigenfunctions on quantum computers.
- Score: 63.52264764099532
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: The application of quantum algorithms to the study of many-particle quantum
systems requires the ability to prepare wavefunctions that are relevant in the
behavior of the system under study. Hamiltonian symmetries are an important
instrument, to classify relevant many-particle wavefunctions, and to improve
the efficiency of numerical simulations. In this work, quantum circuits for the
exact and approximate preparation of total spin eigenfunctions on quantum
computers are presented. Two different strategies are discussed and compared:
exact recursive construction of total spin eigenfunctions based on the addition
theorem of angular momentum, and heuristic approximation of total spin
eigenfunctions based on the variational optimization of a suitable cost
function. The construction of these quantum circuits is illustrated in detail,
and the preparation of total spin eigenfunctions is demonstrated on IBM quantum
devices, focusing on 3- and 5-spin systems on graphs with triangle
connectivity.
Related papers
- Quantum information theory on sparse wavefunctions and applications for Quantum Chemistry [0.0]
SparQ is designed to efficiently compute fundamental quantum information theory observables on post-Hartree-Fock wavefunctions sparse in their definition space.
The effectiveness of SparQ is validated by analyzing the mutual information matrices of wavefunctions for the water molecule and the total entropy of $sim 102$ qubits describing the benzene molecule.
arXiv Detail & Related papers (2024-08-05T16:54:20Z) - Shallow Quantum Circuit Implementation of Symmetric Functions with Limited Ancillary Qubits [5.9862846364925115]
In quantum computation, optimizing depth and number of ancillary qubits in quantum circuits is crucial.
This paper presents an innovative approach to implementing arbitrary symmetric Boolean functions using poly-logarithmic depth quantum circuits.
The key technique involves a novel poly-logarithmic depth quantum circuit designed to compute Hamming weight without the need for ancillary qubits.
arXiv Detail & Related papers (2024-04-09T06:30:54Z) - 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) - Classical and quantum machine learning applications in spintronics [0.0]
We show how machine learning algorithms can predict the highly non-linear nature of conductance.
We describe the applicability of quantum machine learning which has the capability to handle a significantly large configuration space.
arXiv Detail & Related papers (2022-07-26T12:10:49Z) - Calculating spin correlations with a quantum computer [0.0]
This exercise is ideal for remote learning and generates data with real quantum mechanical systems.
Students learn a wide variety of skills, including calculation of multipartite spin correlation functions.
arXiv Detail & Related papers (2022-06-26T14:03:58Z) - Recompilation-enhanced simulation of electron-phonon dynamics on IBM
Quantum computers [62.997667081978825]
We consider the absolute resource cost for gate-based quantum simulation of small electron-phonon systems.
We perform experiments on IBM quantum hardware for both weak and strong electron-phonon coupling.
Despite significant device noise, through the use of approximate circuit recompilation we obtain electron-phonon dynamics on current quantum computers comparable to exact diagonalisation.
arXiv Detail & Related papers (2022-02-16T19:00:00Z) - Efficient criteria of quantumness for a large system of qubits [58.720142291102135]
We discuss the dimensionless combinations of basic parameters of large, partially quantum coherent systems.
Based on analytical and numerical calculations, we suggest one such number for a system of qubits undergoing adiabatic evolution.
arXiv Detail & Related papers (2021-08-30T23:50:05Z) - Information Scrambling in Computationally Complex Quantum Circuits [56.22772134614514]
We experimentally investigate the dynamics of quantum scrambling on a 53-qubit quantum processor.
We show that while operator spreading is captured by an efficient classical model, operator entanglement requires exponentially scaled computational resources to simulate.
arXiv Detail & Related papers (2021-01-21T22:18:49Z) - Variational Monte Carlo calculations of $\mathbf{A\leq 4}$ nuclei with
an artificial neural-network correlator ansatz [62.997667081978825]
We introduce a neural-network quantum state ansatz to model the ground-state wave function of light nuclei.
We compute the binding energies and point-nucleon densities of $Aleq 4$ nuclei as emerging from a leading-order pionless effective field theory Hamiltonian.
arXiv Detail & Related papers (2020-07-28T14:52:28Z) - Quantum Non-equilibrium Many-Body Spin-Photon Systems [91.3755431537592]
dissertation concerns the quantum dynamics of strongly-correlated quantum systems in out-of-equilibrium states.
Our main results can be summarized in three parts: Signature of Critical Dynamics, Driven Dicke Model as a Test-bed of Ultra-Strong Coupling, and Beyond the Kibble-Zurek Mechanism.
arXiv Detail & Related papers (2020-07-23T19:05:56Z)
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.