Efficient Representation of Gaussian Fermionic Pure States in Non-Computational Bases
- URL: http://arxiv.org/abs/2403.03289v2
- Date: Thu, 20 Jun 2024 20:29:11 GMT
- Title: Efficient Representation of Gaussian Fermionic Pure States in Non-Computational Bases
- Authors: Babak Tarighi, Reyhaneh Khasseh, M. A. Rajabpour,
- Abstract summary: This paper introduces an innovative approach for representing Gaussian fermionic states, pivotal in quantum spin systems and fermionic models.
We focus on transitioning these states from the conventional computational (sigmaz) basis to more complex bases, such as (phi, fracpi2, alpha)
We present a novel algorithm that not only simplifies the basis transformation but also reduces computational complexity.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: This paper introduces an innovative approach for representing Gaussian fermionic states, pivotal in quantum spin systems and fermionic models, within a range of alternative quantum bases. We focus on transitioning these states from the conventional computational (\sigma^z) basis to more complex bases, such as ((\phi, \frac{\pi}{2}, \alpha)), which are essential for accurately calculating critical quantities like formation probabilities and Shannon entropy. We present a novel algorithm that not only simplifies the basis transformation but also reduces computational complexity, making it feasible to calculate amplitudes of large systems efficiently. Our key contribution is a technique that translates amplitude calculations into the Pfaffian computation of submatrices from an antisymmetric matrix, a process facilitated by understanding domain wall relationships across different bases. As an application, we will determine the formation probabilities for various bases and configurations within the critical transverse field Ising chain, considering both periodic and open boundary conditions. We aim to categorize the configurations and bases by examining the universal constant term that characterizes the scaling of the logarithm of the formation probability in the periodic system, as well as the coefficient of the logarithmic term in the case of open systems. In the open system scenario, this coefficient is influenced by the central charge and the conformal weight of the boundary condition-changing operator. This work is set to expand the toolkit available for researchers in quantum information theory and many-body physics, providing a more efficient and elegant solution for exploring Gaussian fermionic states in non-standard quantum bases.
Related papers
- An efficient finite-resource formulation of non-Abelian lattice gauge theories beyond one dimension [0.0]
We propose a resource-efficient method to compute the running of the coupling in non-Abelian gauge theories beyond one spatial dimension.
Our method enables computations at arbitrary values of the bare coupling and lattice spacing with current quantum computers, simulators and tensor-network calculations.
arXiv Detail & Related papers (2024-09-06T17:59:24Z) - Efficient Learning for Linear Properties of Bounded-Gate Quantum Circuits [63.733312560668274]
Given a quantum circuit containing d tunable RZ gates and G-d Clifford gates, can a learner perform purely classical inference to efficiently predict its linear properties?
We prove that the sample complexity scaling linearly in d is necessary and sufficient to achieve a small prediction error, while the corresponding computational complexity may scale exponentially in d.
We devise a kernel-based learning model capable of trading off prediction error and computational complexity, transitioning from exponential to scaling in many practical settings.
arXiv Detail & Related papers (2024-08-22T08:21:28Z) - Neutron-nucleus dynamics simulations for quantum computers [49.369935809497214]
We develop a novel quantum algorithm for neutron-nucleus simulations with general potentials.
It provides acceptable bound-state energies even in the presence of noise, through the noise-resilient training method.
We introduce a new commutativity scheme called distance-grouped commutativity (DGC) and compare its performance with the well-known qubit-commutativity scheme.
arXiv Detail & Related papers (2024-02-22T16:33:48Z) - Generalised Coupling and An Elementary Algorithm for the Quantum Schur
Transform [0.0]
We present a transparent algorithm for implementing the qubit quantum Schur transform.
We study the associated Schur states, which consist of qubits coupled via Clebsch-Gordan coefficients.
It is shown that Wigner 6-j symbols and SU(N) Clebsch-Gordan coefficients naturally fit our framework.
arXiv Detail & Related papers (2023-05-06T15:19:52Z) - A self-consistent field approach for the variational quantum
eigensolver: orbital optimization goes adaptive [52.77024349608834]
We present a self consistent field approach (SCF) within the Adaptive Derivative-Assembled Problem-Assembled Ansatz Variational Eigensolver (ADAPTVQE)
This framework is used for efficient quantum simulations of chemical systems on nearterm quantum computers.
arXiv Detail & Related papers (2022-12-21T23:15:17Z) - Overcoming exponential scaling with system size in Trotter-Suzuki
implementations of constrained Hamiltonians: 2+1 U(1) lattice gauge theories [1.5675763601034223]
For many quantum systems of interest, the classical computational cost of simulating their time evolution scales exponentially in the system size.
quantum computers have been shown to allow for simulations of some of these systems using resources that scale exponentially with the system size.
This work identifies a term in the Hamiltonian of a class of constrained systems that naively requires quantum resources that scale exponentially in the system size.
arXiv Detail & Related papers (2022-08-05T18:00:52Z) - Numerical Simulations of Noisy Quantum Circuits for Computational
Chemistry [51.827942608832025]
Near-term quantum computers can calculate the ground-state properties of small molecules.
We show how the structure of the computational ansatz as well as the errors induced by device noise affect the calculation.
arXiv Detail & Related papers (2021-12-31T16:33:10Z) - Algorithm for initializing a generalized fermionic Gaussian state on a
quantum computer [0.0]
We present explicit expressions for the central piece of a variational method developed by Shi et al.
We derive iterative analytical expressions for the evaluation of expectation values of products of fermionic creation and subroutine operators.
We present a simple gradient-descent-based algorithm that can be used as an optimization in combination with imaginary time evolution.
arXiv Detail & Related papers (2021-05-27T10:31:45Z) - 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) - Autoregressive Transformer Neural Network for Simulating Open Quantum Systems via a Probabilistic Formulation [5.668795025564699]
We present an approach for tackling open quantum system dynamics.
We compactly represent quantum states with autoregressive transformer neural networks.
Efficient algorithms have been developed to simulate the dynamics of the Liouvillian superoperator.
arXiv Detail & Related papers (2020-09-11T18:00:00Z) - The role of boundary conditions in quantum computations of scattering
observables [58.720142291102135]
Quantum computing may offer the opportunity to simulate strongly-interacting field theories, such as quantum chromodynamics, with physical time evolution.
As with present-day calculations, quantum computation strategies still require the restriction to a finite system size.
We quantify the volume effects for various $1+1$D Minkowski-signature quantities and show that these can be a significant source of systematic uncertainty.
arXiv Detail & Related papers (2020-07-01T17:43:11Z)
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.