Second quantization of nonlinear Vlasov-Poisson system for quantum computation
- URL: http://arxiv.org/abs/2506.01895v1
- Date: Mon, 02 Jun 2025 17:20:25 GMT
- Title: Second quantization of nonlinear Vlasov-Poisson system for quantum computation
- Authors: Michael Q. May, Hong Qin,
- Abstract summary: The Vlasov-Poisson equations are rendered linear, finite-dimensional, and discrete by second quantization.<n> numerical simulations demonstrating the quantized linear system can capture nonlinear dynamics are presented.
- Score: 18.79946237767752
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: The Vlasov-Poisson equations, fundamental in plasma physics and astrophysical applications, are rendered linear, finite-dimensional, and discrete by second quantization. Conditions for correspondence between the pre-quantized and quantized equations are derived, and numerical simulations demonstrating the quantized linear system can capture nonlinear dynamics are presented. Finally, encouraging scaling relations emphasizing the prospect of using quantum computers to efficiently integrate the second quantized Vlasov-Poisson equations as a model for the usual Vlasov-Poisson equations are derived.
Related papers
- Dequantized particle algorithm for the nonlinear Vlasov-Poisson system [16.726991700162817]
We present a dequantization algorithm for the Vlasov--Poisson (VP) system.<n>We show that it furnishes a structure-preserving discretization of the Schr"odinger--Poisson (SP) equations.
arXiv Detail & Related papers (2025-07-07T16:01:37Z) - Linearization Scheme of Shallow Water Equations for Quantum Algorithms [0.05384718724090645]
We investigate the potential of quantum algorithms for solving the shallow water equations.<n>We create a mapping from the nonlinear shallow water equation to a linear system of equations, which can be solved exponentially faster on a quantum device.
arXiv Detail & Related papers (2025-06-27T15:54:14Z) - Technical report on a quantum-inspired solver for simulating compressible flows [37.69303106863453]
This document presents a quantum-inspired solver for 2D Euler equations, accepted at the final phase of the Airbus-BWM Group Quantum Computing Challenge (ABQCC) 2024.
arXiv Detail & Related papers (2025-06-04T11:01:45Z) - Quantum Simulation of Nonlinear Dynamical Systems Using Repeated Measurement [42.896772730859645]
We present a quantum algorithm based on repeated measurement to solve initial-value problems for nonlinear ordinary differential equations.
We apply this approach to the classic logistic and Lorenz systems in both integrable and chaotic regimes.
arXiv Detail & Related papers (2024-10-04T18:06:12Z) - Quantum Circuits for the heat equation with physical boundary conditions via Schrodingerisation [33.76659022113328]
This paper explores the explicit design of quantum circuits for quantum simulation of partial differential equations (PDEs) with physical boundary conditions.<n>We present two methods for handling the inhomogeneous terms arising from time-dependent physical boundary conditions.<n>We then apply the quantum simulation technique from [CJL23] to transform the resulting non-autonomous system to an autonomous system in one higher dimension.
arXiv Detail & Related papers (2024-07-22T03:52:14Z) - A quantum algorithm for the linear Vlasov equation with collisions [0.0]
We present a quantum algorithm that simulates the linearized Vlasov equation with and without collisions.
We show that a quadratic speedup in system size is attainable.
arXiv Detail & Related papers (2023-03-06T19:19:30Z) - Time complexity analysis of quantum algorithms via linear
representations for nonlinear ordinary and partial differential equations [31.986350313948435]
We construct quantum algorithms to compute the solution and/or physical observables of nonlinear ordinary differential equations.
We compare the quantum linear systems algorithms based methods and the quantum simulation methods arising from different numerical approximations.
arXiv Detail & Related papers (2022-09-18T05:50:23Z) - Variational quantum algorithm for measurement extraction from the Navier-Stokes, Einstein, Maxwell, B-type, Lin-Tsien, Camassa-Holm, DSW, H-S, KdV-B, non-homogeneous KdV, generalized KdV, KdV, translational KdV, sKdV, B-L and Airy equations [0.0]
Recent progress due to Lubasch et al in a 2019 paper provides readout for solutions to the Schrodinger and Inviscid Burgers equations.
We analyze additional computational prospects in which the new variational quantum algorithm can reliably produce solutions to other PDEs.
arXiv Detail & Related papers (2022-09-16T04:44:19Z) - 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) - Linear embedding of nonlinear dynamical systems and prospects for
efficient quantum algorithms [74.17312533172291]
We describe a method for mapping any finite nonlinear dynamical system to an infinite linear dynamical system (embedding)
We then explore an approach for approximating the resulting infinite linear system with finite linear systems (truncation)
arXiv Detail & Related papers (2020-12-12T00:01:10Z)
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.