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核科学与技术学院学术交流活动

QCD相变的神经网络解析和数据几何判据

by Dr 杰 梅 (UCAS)

→ Asia/Shanghai
Description

本期核对话论坛将聚焦 QCD 相变问题,探讨如何结合神经网络方法,从复杂的强相互作用数据中相变临界区域胶子系统的热力学特征。报告还将介绍基于数据几何的判据,利用高维数据结构与流形性质,为识别相变与临界行为提供全新的非监督分析视角