Simulating Nonlinear Radiation Diffusion Through Quantum Computing

IF 1.3 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY International Journal of Theoretical Physics Pub Date : 2024-10-11 DOI:10.1007/s10773-024-05800-x
Frank Gaitan, Frank Graziani, Max D. Porter
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Abstract

The recent success of the fusion ignition experiment at Lawrence-Livermore National Laboratory has renewed excitement for inertial confinement fusion. Designing such experiments relies on computational modeling using radiation hydrodynamic codes run on massively parallel supercomputers which simulate hydrodynamic flows, radiation diffusion, and thermonuclear burn. Constructing a quantum algorithm for radiation hydrodynamics that provides a quantum speedup is of great interest. A recent quantum algorithm that solves the Navier-Stokes equations of hydrodynamics with a quadratic speedup marks a first step towards this goal. Here we take the next step and present a quantum algorithm for nonlinear radiation diffusion that also has a quadratic speedup. To verify the algorithm we consider radiation striking a cold, optically thick target that generates a Marshak wave in the target. Results of numerical simulation of the quantum algorithm are compared with those of a standard partial differential equation solver and excellent agreement is found.

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通过量子计算模拟非线性辐射扩散
最近在劳伦斯-利弗莫尔国家实验室成功进行的聚变点火实验再次激发了人们对惯性约束聚变的热情。设计这类实验依赖于使用在大规模并行超级计算机上运行的辐射流体力学代码进行计算建模,这些代码模拟流体力学流动、辐射扩散和热核燃烧。为辐射流体力学构建一种能提供量子提速的量子算法是非常有意义的。最近的一种量子算法以二次加速的速度求解了流体力学的纳维-斯托克斯方程,标志着向这一目标迈出了第一步。在此,我们迈出了下一步,提出了非线性辐射扩散的量子算法,该算法也具有二次加速。为了验证该算法,我们考虑了辐射撞击冷光厚目标的情况,该辐射会在目标中产生马沙克波。量子算法的数值模拟结果与标准偏微分方程求解器的结果进行了比较,发现两者非常一致。
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来源期刊
CiteScore
2.50
自引率
21.40%
发文量
258
审稿时长
3.3 months
期刊介绍: International Journal of Theoretical Physics publishes original research and reviews in theoretical physics and neighboring fields. Dedicated to the unification of the latest physics research, this journal seeks to map the direction of future research by original work in traditional physics like general relativity, quantum theory with relativistic quantum field theory,as used in particle physics, and by fresh inquiry into quantum measurement theory, and other similarly fundamental areas, e.g. quantum geometry and quantum logic, etc.
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