通过机器学习工具进行量子定向能量传输
I Andronis1, G Arapantonis1,2, G D Barmparis1
1Department of Physics, University of Crete, Heraklion 70013, Greece.
Physical review. E
|July 19, 2023
概括
这项研究探讨了使用机器学习的量子向能量传输,以在晶体系统中找到高效的玻色子传输路径. 该方法确定了可用于更大系统的同时玻色子转移的共振途径.
科学领域:
- 量子物理学的量子物理学
- 凝聚物质物理学 凝聚物质物理学
- 计算化学是一种计算化学.
背景情况:
- 量子向能量转移涉及在晶体位点之间移动玻色子.
- 经典的目标能量传输使用非线性共振配置.
研究的目的:
- 研究量子转移的选择性和效率.
- 在二元和三元系统中探索玻色子转移.
- 开发一种基于机器学习的计算方法.
主要方法:
- 利用基于机器学习算法的计算方法.
- 将该方法应用于二度和三度系统.
- 研究了用于量子转移的非线性共振配置.
主要成果:
- 确定了共振量子传输路径.
- 证明了玻色子转移的一致性.
- 在量子转移中实现了高选择性和效率.
结论:
- 机器学习方法有效地确定了最佳的量子传输路径.
- 这种方法可扩展到更大的格子系统.
- 证实了非线性共振在量子能量转移中的实用性.
更多相关视频
04:09Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
Published on: October 10, 2018
8.3K
07:34A Simple Stimulatory Device for Evoking Point-like Tactile Stimuli: A Searchlight for LFP to Spike Transitions
Published on: March 25, 2014
9.9K
相关概念视频
Potential Energy
38.6K
The energy stored by a structure and location of matter in space is called potential energy. For instance, raising a kettlebell changes its spatial location and increases its potential energy. Similarly, a stretched rubber band contains potential energy which, under certain conditions, can be converted into other forms of energy, such as kinetic energy.
Chemical bonds that form attractive forces between atoms also contain potential energy, called chemical energy. When a chemical reaction...
Chemical bonds that form attractive forces between atoms also contain potential energy, called chemical energy. When a chemical reaction...
38.6K
Molecular Kinetic Energy
5.1K
The word "gas" comes from the Flemish word meaning "chaos," first used to describe vapors by the chemist J. B. van Helmont. Consider a container filled with gas, with a continuous and random motion of molecules. During collisions, the velocity component parallel to the wall is unchanged, and the component perpendicular to the wall reverses direction but does not change in magnitude. If the molecule’s velocity changes in the x-direction, then its momentum is changed.
5.1K
