• Discovery • Chemistry of LiFePO4 • Molecular structure and Li diffusion • Advantages and disadvantages • Synthesis and modification methods • One literature example

• Introduction of silicon • Chemistry of silicon • Reaction mechanisms of silicon anode • Problems • Synthesis and modification methods • One literature example

• Introduction of Tin • Chemistry of Tin • Molecular structure and Li insertion • Synthesis and modification methods • One literature example

• Introduction of TiO2 • Chemistry of TiO2 • Molecular structure and Li insertion • Synthesis and modification methods • Several literature examples

• Why solid-state electrolyte (SSE)? • Requirements of SSE • History and Category of SSE • Examples of SSE in each type

线性回归 ●最小二乘法 ●梯度下降 二分类任务 ●对数几率回归-Logistic Regression ●线性判别分析-Linear Discriminate Analysis 多分类任务 ●一对一 ●一对其余 ●多对多 类别不平衡问题

 2.1 Overview of data types  2.2 Review of Data pre-processing tools and platforms  2.3 Clean, storage and management of raw data  2.4 Collections of data analysis and data mining

 4.1 The basic concept of association rules  4.2 Low-dimensional binary association rules  4.3 Multi-level association rules  4.4 Multidimensional association rules  4.5 The Affinity analysis based on the association mining

❑ 理解算法的概念。 ❑ 理解什么是程序，程序与算法的区别和内在联系。 ❑ 掌握算法的计算复杂性概念。 ❑ 掌握算法渐近复杂性的数学表述。 ❑ 掌握用C++语言描述算法的方法

 递归的概念和典型的递归问题  阶乘、Fibonacci数列、hanoi塔等问题  分治法的基本思想  分治法的典型例子  二分搜索、矩阵乘法、归并排序、快速排序  大整数的乘法、最接近点对问题