 机器学习是数据分析与挖掘的一种手段  机器学习是什么？  利用经验改善系统自身的性能  关于T和P，程序对E进行学习  Looking for a function  机器学习发展史  人工智能三阶段：推理期、知识期、学习期  深度学习∈机器学习∈人工智能  机器学习基本术语  回归、分类；模型、学习器；样本、样例……  模型选择：奥卡姆剃刀？NFL？

• Why safety? • Origins of safety concerns • Thermal runaway process: 3 stages • Materials with improved battery safety • Materials to solve problems in 3 stages

• Overview of anode materials • Introduction of graphite • Chemistry of graphite • Molecular structure and Li insertion • Synthesis and modification methods • One literature example

• Lithium-metal batteries • Safety problem • Lithium-ion batteries • Components, working mechanism • Cathode materials: LiFePO4 , Li-Mn-O

Section 1 Introduction of energy on the earth Section II Fundamentals of Fuel Cell Chemical power sources Section III Fundamentals of Solar Cell Physical power sources

9-2-4 有失真信道的信号设计 9-3 有ISI和AWGN信道的最佳接收机 9.3.1 最佳最大似然接收机 9-4 线性均衡

5.2.5 非面向判决环 5.2.5 非面向判决环 5.3 符号定时估计

4.5.3 正交信号传输非相干检测的错误概率 4.5.4 相关二进制信号包络检测的错误概率 4.6 数字信号传输方法的比较 4.8 有记忆信号传输方式的检测 4.8.1 最大似然序列检测器——有记忆信号的最佳检测

⚫推导一般线性调制信号的功率谱 ⚫研究非线性CPFSK，CPM 调制信号的谱特性

Imperfect Competition & Market Power Characteristics of Oligopoly Collusion vs. Competition Kinked Demand Curve Model Game Theory Characteristics of Monopolistic Competition Profits and Losses of the Monopolistic Firm Long-Run Equilibrium of Monopolistic Competitive Market Monopolistic vs. Perfect Competition Comparison and Contrast between Four Types of Market Structure Standards Wars