热力学与统计力学
Thermodynamics and statistical mechanics
Walter Greiner、Ludwig Neise、Horst Stöcker · 初版 1995 年
3位读者提及
3次提及
Thermodynamics and Statistical Physics 涵盖：热力学——热力学的基本定义、平衡、状态变量——第一和第二定律——相变与化学反应——热力学势；统计力学——微观状态统计及其与熵的联系——微正则系综、正则系综与巨正则系综——玻尔兹曼统计的应用；量子统计——密度算符——多粒子波函数——理想量子系统——理想玻色气体及其在黑体辐射、基尔霍夫定律和晶格中的应用
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PDF 直链：http://farside.ph.utexas.edu/teaching/qm/389.pdf 注意：这是一门研究生级别的课程。同一作者还有另一套针对物理专业高年级本科生的 QM 讲义，链接在这：http://farside.ph.utexas.edu/teaching/qmech/qmech.pdf 他还有一门中级水平的《热力学与统计力学》课程，链接在这：http://farside.ph.utexas.edu/teaching/sm1/sta
Direct pdf link: http://farside.ph.utexas.edu/teaching/qm/389.pdf N.B. this is a grad level course. The same author has another set of notes on QM intended for upper-division undergraduate physics majors here: http://farside.ph.utexas.edu/teaching/qmech/qmech.pdf He also has an intermediate level course on Thermodynamics & Statistical Mechanics here: http://farside.ph.utexas.edu/teaching/sm1/sta
……经典力学看 [2]，电动力学看 Jackson 的 [3]。这类书籍会为你打下极其扎实的物理基础，并让你有能力向外拓展。鉴于你的 ML 背景，你可能会对热力学和统计力学非常感兴趣。另外我再提供一个“脑洞大开”的思路：如果当地的社区大学有实验课，去报个物理班吧。我作为一个物理转 CS、目前在搞 HPC + ML 的人，讲真：实验课真的很锻炼……
…Classical [2] and Jackson for Electrodynamics[3]. These types of books will give you a very strong base in physics and should enable you to branch out. Given your ML background you may be very interested in thermodynamics and statistical mechanics. I'll also add an "out there" idea. Sign up for physics classes at your local community college if they offer labs. I say this as someone who went Physics -> CS and is doing HPC + ML. Labs really stress…
1.1 导论：理想气体的热力学与统计力学。路德维希·玻尔兹曼大半生致力于研究统计力学，1906年自杀身亡。继承其事业的保罗·埃伦费斯特在1933年以同样的方式离世。现在轮到……
1.1 INTRODUCTION: THERMODYNAMICS AND STATISTICAL MECHANICS OF THE PERFECT GAS Ludwig Boltzmann, who spent much of his life studying statistical mechanics, died in 1906, by his own hand. Paul Ehrenfest, carrying on the work, died similarly in 1933. Now it…