Statistical Physics & Thermodynamics from Beginner to Expert

所在平台: Udemy

课程主页: https://www.udemy.com/course/statistical-physics/

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课程简介

**课程名称:** 从入门到精通:统计物理学与热力学 **课程概述:** 本课程旨在为所有对统计物理学感兴趣的学习者提供一个全面深入的学习体验。无论您的背景如何,只要具备基础的大学数学知识(如基本导数),就能轻松入门。 当需要同时处理数十亿个粒子的运动时,经典力学已不足以应对,此时便需要统计物理学的全新方法。该理论以其简洁性著称,却能准确阐释热力学定律。 本课程将从零开始推导一系列核心概念,并辅以丰富的示例、精心设计的测验和练习。 **课程内容:** * **可选教程(2小时):** 涵盖经典力学、统计学与随机过程等基础知识。 * **统计物理学理论(3小时):** 重点讲解孤立、封闭和开放系统(微正则、正则和巨正则系综)、概率密度、配分函数和平均值等核心概念。 * **应用与实例(6小时):** 深入探讨熵、温度与热力学定律、气体热力学性质、相变等重要主题。 * **可选项目(Python模拟):** 在课程结尾,还将提供一个可选的Python项目,用于模拟相变过程,让您体验前沿研究。 **讲师介绍:** Börge Göbel,理论磁性领域的博士后研究员。他深谙统计物理学的应用,并深刻理解初学者可能遇到的难题。他拥有丰富的教学经验,曾指导众多本科、硕士和博士生,并已在 Udemy 上开设了其他成功的课程。 **课程特色:** * 从零开始、循序渐进的教学方式。 * 理论与实践相结合,包含大量示例、测验和练习。 * 涵盖统计物理学的核心概念及其在热力学中的应用。 * 提供前沿的Python模拟项目。 * 由经验丰富的理论物理学家讲授。 **适合人群:** 所有对统计物理学和热力学感兴趣的学习者,包括学生、研究人员以及任何希望从基础到精通掌握该领域知识的人。

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课程详情

This course is for everyone who wants to learn about statistical physics!A bit of college mathematics (basic derivatives) is all you need to know!Understanding the motion of a single object is possible using the laws of classical mechanics. However, when we want to consider billions of particles at the same time, we need a new method: Statistical physics. The theory behind this approach is fascinating due to its simplicity. Still, it allows to correctly predict the laws of thermodynamics.You are kindly invited to join this carefully prepared course in which we derive the following concepts from scratch. I will present examples and have prepared quizzes and exercises for all topics.Optional tutorial of the essential basics (2 hours)Laws of classical mechanicsStatistics & stochasticsTheory of statistical physics (3 hours)Isolated, closed and open systems (micro canonical, canonical and grand canonical ensembles)Probability density, partition function and average valuesApplications and examples (6 hours)Entropy, temperature and the laws of thermodynamics Thermodynamic properties of gases Phase transitionsAt the end of the course there is even an optional section in which we simulate a phase transition using python. This is state of the art research!Why me?My name is Börge Göbel and I am a postdoc working as a scientist on theoretical magnetism. Therefore, I use statistical physics very often but I have not forgotten the time when I learned about this theory and still remember the problems that I and other students had. I have refined my advisor skills as a tutor of Bachelor, Master and PhD students in theoretical physics and have other successful courses here on Udemy.I hope you are excited and I kindly welcome you to our course!

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