Research Paper Notes on Neural Network

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Research Paper Notes on Neural Network

本文档除了包括推导,疑惑外,做读书重点的记录

文献列表

  • An equation-of-state-meter of QCD transition from deep learning, arXiv:1612.04262, by Long-Gang Pang, Kai Zhou, Nan Su, Hannah Petersen, Horst Stocker, and Xin-Nian Wang

An equation-of-state-meter of QCD transition from deep learning, arXiv:1612.04262, by Long-Gang Pang et al

用神经网络深度学习来研究状态方程是一级相变还是连续渐变.基本思想是通过一组初始条件和流体力学模拟数据来供给神经网络的学习,当网络构建完毕后,通过另一组独立的数据来测试该构建的网络是否具有实用性.文章发表在Nature杂志.