BriefGPT.xyz
Nov, 2023
利用机器学习检测有限温度经典标量场中微小的宏观变化
Detecting subtle macroscopic changes in a finite temperature classical scalar field with machine learning
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Jiming Yang, Yutong Zheng, Jiahong Zhou, Huiyu Li, Jun Yin
TL;DR
AI方法在探测难以通过物理测量捕捉到的多体系统的宏观变化方面表现优于统计方法和物理方法，从而提供了AI方法能够检测宏观变化的概念验证。
Abstract
The ability to detect
macroscopic changes
is important for probing the behaviors of experimental
many-body systems
from the classical to the quantum realm. Although abrupt changes near phase boundaries can easily
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