Multivariable Calculus and Classical Physics problems

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本课程分为两个部分: **第一部分:多变量微积分** 本部分侧重于理解核心概念,而非死记硬背公式或练习。课程目标是培养数学推理能力,而不仅仅是计算能力。我们将深入探讨偏导数,包括其在高维空间中的推广、与梯度、散度和旋度等向量算子的关系,以及在雅可比矩阵和偏微分方程中的应用。此外,我们还将学习多重积分,包括二重积分、三重积分、线积分和面积分,以及它们在计算面积、体积和曲面上的应用。课程会提供一些有趣的证明,例如高斯定理和斯托克斯定理的证明。 **第二部分:经典物理学问题** 本部分将应用多变量微积分的知识来解决高级力学问题,主要取材于《理论物理学教程》第一卷。我们将从作用量原理和拉格朗日量入手,学习如何构建复杂系统的拉格朗日量,并推导能量的哈密顿量。课程还将研究刚体运动学,推导刚体内各点的速度和加速度公式。在动力学方面,我们将讨论刚体的动能,推导其与角速度和惯性张量的关系,并解决三维空间中的相关问题。惯性张量在动力学中也用于处理力矩。最后,我们还将探讨非惯性参考系,并分析地球自转对自由落体运动的影响。 课程中,所有公式都将从理论上进行推导和解释,并提供详细的分步解答。

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课程详情

In the first part of this course Multivariable Calculus is explained by focusing on understanding the key concepts rather than learning the formulas and/or exercises by rote. The process of reasoning by using mathematics is the primary objective of the course, and not simply being able to do computations. Besides, interesting proofs will be given, such as the Gauss and Stokes theorems proofs.The prior knowledge requirement is Single variable Calculus (even without a great mastery of it).I will list some of the most important concepts that we will see here in the following.partial differentiation. The partial derivative generalizes the notion of the derivative to higher dimensions. A partial derivative of a multivariable function is a derivative with respect to one variable with all other variables held constant. Partial derivatives may be combined in interesting ways to create more complicated expressions of the derivative. For example, in vector calculus (which we will see), the "del" operator is used to define the concepts of gradient, divergence, and curl in terms of partial derivatives. A matrix of partial derivatives, the Jacobian matrix, may be used to represent the derivative of a function between two spaces of arbitrary dimension. Differential equations containing partial derivatives are called partial differential equations or PDEs. These equations are generally more difficult to solve than ordinary differential equations, which contain derivatives with respect to only one variable (PDEs are not discussed in this course).Multiple integration. The multiple integral extends the concept of the integral to functions of any number of variables. Double and triple integrals may be used to calculate areas and volumes of regions in the plane and in space. The surface integral and the line integral are used to integrate over curved manifolds such as surfaces and curves. We will see these concepts.I am available for questions, which I could answer by (possibly) uploading new content to the course, namely videos containing the solution.The second part of this course is about solving advanced mechanics problems; since multivariable calculus is a staple of this second part, I decided to combine the part on physics problems and the one on multivariable calculus into a single course, where you can therefore find lots of material. This set of problems is taken from the first volume of the course of theoretical physics by Landau and Lifshitz. I have selected some problems from this book and provided a thorough step-by-step solution in the course; the solutions to these problems are also given in the book but they are usually quite terse, namely not many details are provided. Therefore, what we will do in the course is to first construct the necessary theory to deal with the problems, and then we will solve the problems. Some theory is also discussed while solving the problems themselves. Every single formula in this course is motivated/derived.We will start from the action principle, whose main constituent is the Lagrangian, which is fundamental to dealing with advanced problems in all branches of physics, even if we restrict ourselves to mechanics in this case. We will solve several problems related to how to construct a Lagrangian of a (possibly complex) system, and we will also derive the Hamiltonian from the Lagrangian, which represents the energy of a system, and do some problems on that.We will also study the kinematics of rigid bodies, and derive formulae for the velocities of points which belong to the bodies, as well as formulae for accelerations. Accelerations are important not just for kinematics, but also for the dynamics of rigid bodies.As regards the motion of rigid bodies, we will discuss the kinetic energy, which is necessary to obtain the Lagrangian, and solve several problems in three dimensions related to how to find the kinetic energy of a body in motion.The expression of the kinetic energy is dependent on the angular velocity (which is a concept that we will derive in kinematics), and also depends on the inertia matrix (or inertia tensor), which we will also derive. The formulae will be therefore written in a very general form, and this is useful when tackling difficult problems, since knowing a general method will provide the means to solve them.The inertia tensor will appear in the expression for the kinetic energy, and it will also appear in dynamics, in the formula for moments; we will see why it appears, and use the theory to solve problems.We will also discuss non-inertial frames, and find the deflection of a freely falling body from the vertical caused by the Earth's rotation (which makes the Earth a non-inertial frame).

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