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There are 5 modules in this course
This course covers both the theoretical foundations and practical applications of Vector Calculus. During the first week, students will learn about scalar and vector fields. In the second week, they will differentiate fields. The third week focuses on multidimensional integration and curvilinear coordinate systems. Line and surface integrals are covered in the fourth week, while the fifth week explores the fundamental theorems of vector calculus, including the gradient theorem, the divergence theorem, and Stokes' theorem. These theorems are essential for subjects in engineering such as Electromagnetism and Fluid Mechanics.
Note that this course may also be referred to as Multivariable or Multivariate Calculus or Calculus 3 at some universities. A prerequisite for this course is two semesters of single-variable calculus (differentiation and integration).
The course includes 53 concise lecture videos, each followed by a few problems to solve. After each major topic, there is a short practice quiz. At the end of each week, there is an assessed quiz. Solutions to the problems and practice quizzes can be found in the instructor-provided lecture notes.
Download the lecture notes from the link
https://www.math.hkust.edu.hk/~machas/vector-calculus-for-engineers.pdf
Watch the promotional video from the link
https://youtu.be/qUseabHb6Vk
Vectors are mathematical constructs that have both length and direction. We define vectors and show how to add and subtract them, and how to multiply them using the dot and cross products. We apply vectors to study the analytical geometry of lines and planes, and define the Kronecker delta and the Levi-Civita symbol to prove vector identities. Finally, we define the important concepts of scalar and vector fields.
What's included
15 videos27 readings5 assignments2 plugins
Show info about module content
15 videos•Total 139 minutes
Course Overview•3 minutes
Week One Introduction•1 minute
Vectors | Lecture 1•9 minutes
Cartesian Coordinates | Lecture 2•10 minutes
Dot Product | Lecture 3•9 minutes
Cross Product | Lecture 4•11 minutes
Analytic Geometry of Lines | Lecture 5•11 minutes
Analytic Geometry of Planes | Lecture 6•13 minutes
Kronecker Delta and Levi-Civita Symbol | Lecture 7•17 minutes
Vector Identities | Lecture 8•10 minutes
Scalar Triple Product | Lecture 9•10 minutes
Vector Triple Product | Lecture 10•8 minutes
Scalar and Vector Fields | Lecture 11•9 minutes
Matrix Addition and Multiplication•9 minutes
Matrix Determinants and Inverses•8 minutes
27 readings•Total 178 minutes
Welcome and Course Information•1 minute
How to Write Math in the Discussions using MathJax•1 minute
Associative Law•5 minutes
Triangle Midpoint Theorem•10 minutes
Newton's equation for the force between two masses•10 minutes
Commutative and Distributive Properties•10 minutes
Dot Product between Standard Unit Vectors•5 minutes
Law of Cosines•10 minutes
Do you know matrices?•1 minute
Commutative and Distributive Properties•10 minutes
Cross Product Between Standard Unit Vectors•5 minutes
Associative Property•10 minutes
Parametric Equation for a Line•5 minutes
Equation for a Plane•10 minutes
Levi-Civita Identities•10 minutes
The Levi-Civita Symbol and the Cross Product•5 minutes
Kronecker-Delta Identities•5 minutes
Levi-Civita and Kronecker-Delta Identities•10 minutes
Optional Parentheses•5 minutes
Scalar Triple Product with any Two Vectors Equal•5 minutes
Swapping the Position of the Operators•5 minutes
Scalar Triple Product of the Unit Vectors•10 minutes
Jacobi Identity•5 minutes
Scalar Quadruple Product•10 minutes
Lagrange's Identity in Three Dimensions•5 minutes
Vector Quadruple Product•5 minutes
Examples of Scalar and Vector Fields•5 minutes
5 assignments•Total 75 minutes
Week One Assessment•30 minutes
Diagnostic Quiz•5 minutes
Vectors•15 minutes
Analytic Geometry•15 minutes
Vector Algebra•10 minutes
2 plugins•Total 36 minutes
Deep Dive into Quaternions and Vector Calculus•23 minutes
Deep Dive into Levi-Civita and the Kronecker Delta•13 minutes
Differentiation
Week 2•6 hours to complete
Module details
Scalar and vector fields can be differentiated. We define the partial derivative and derive the method of least squares as a minimization problem. We learn how to use the chain rule for a function of several variables, and derive the triple product rule used in chemical engineering. We define the gradient, divergence, curl, and Laplacian. We learn some useful vector calculus identities and derive them using the Kronecker delta and Levi-Civita symbol. We use vector identities to derive the electromagnetic wave equation from Maxwell's equation in free space. Electromagnetic waves form the basis of all modern communication technologies.
What's included
13 videos15 readings4 assignments
Show info about module content
13 videos•Total 122 minutes
Week Two Introduction•1 minute
Partial Derivatives | Lecture 12•10 minutes
The Method of Least Squares | Lecture 13•13 minutes
Chain Rule | Lecture 14•9 minutes
Triple Product Rule | Lecture 15•11 minutes
Triple Product Rule: Example | Lecture 16•8 minutes
Triple Product Rule for a Linear Function•10 minutes
Quadruple Product Rule•10 minutes
Computing the Gradient•10 minutes
The Gradient of the Position Vector•5 minutes
Computing the Divergence•5 minutes
Computing the Curl•10 minutes
The Vorticity in Two Dimensions•5 minutes
Computing the Laplacian•10 minutes
Vector Derivative Identities•10 minutes
The Material Acceleration•10 minutes
Wave Equation for the Magnetic Field•10 minutes
4 assignments•Total 75 minutes
Week Two Assessment•30 minutes
Partial Derivatives•15 minutes
The Del Operator•15 minutes
Vector Calculus Algebra•15 minutes
Integration and Curvilinear Coordinates
Week 3•6 hours to complete
Module details
Integration can be extended to functions of several variables. We learn how to perform double and triple integrals. We define curvilinear coordinates, namely polar coordinates in two dimensions, and cylindrical and spherical coordinates in three dimensions, and use them to simplify problems with circular, cylindrical or spherical symmetry. We learn how to write differential operators in curvilinear coordinates and how to change variables in multidimensional integrals using the Jacobian of the transformation.
What's included
12 videos24 readings4 assignments
Show info about module content
12 videos•Total 112 minutes
Week Three Introduction•1 minute
Double and Triple Integrals | Lecture 24•9 minutes
Example: Double Integral with Triangle Base | Lecture 25•9 minutes
Change of Variables (Single Integral) | Lecture 30•9 minutes
Change of Variables (Double Integral) | Lecture 31•11 minutes
Cylindrical Coordinates | Lecture 32•8 minutes
Spherical Coordinates (Part A) | Lecture 33•7 minutes
Spherical Coordinates (Part B) | Lecture 34•7 minutes
24 readings•Total 180 minutes
Computing the Mass of a Cube•10 minutes
Volume of a surface above a parallelogram•10 minutes
Cartesian Unit Vectors•5 minutes
Cartesian Partial Derivatives•10 minutes
Some Common Two-Dimensional Vectors•5 minutes
Computing the Divergence and Curl in Polar Coordinates•10 minutes
Pipe Flow•10 minutes
Angular Momentum•5 minutes
Velocity Dot Acceleration•10 minutes
Mass of a Disk•10 minutes
Gaussian Integral•10 minutes
Del in Cylindrical Coordinates•5 minutes
Divergence of a Unit Vector•5 minutes
Divergence and Curl of the Unit Vectors•5 minutes
Center-of-Mass of a Uniform Solid Cone•10 minutes
Spherical and Cartesian Unit Vectors•5 minutes
Change-of-variables Formula for Spherical Coordinates•10 minutes
Integrating a Function that only Depends on Distance from the Origin•5 minutes
Mass of a Sphere when the Density is a Linear Function•10 minutes
Derivatives of the Unit Vectors•5 minutes
Divergence and Curl of the Unit Vectors•5 minutes
Laplacian of a Vector Field in Spherical Coordinates•10 minutes
Laplacian of 1/r•5 minutes
Laplacian of a Vector Field with Inverse Square Law•5 minutes
4 assignments•Total 90 minutes
Week Three Assessment•45 minutes
Multidimensional Integration•15 minutes
Polar Coordinates•15 minutes
Cylindrical and Spherical Coordinates•15 minutes
Line and Surface Integrals
Week 4•4 hours to complete
Module details
Scalar or vector fields can be integrated over curves or surfaces. We learn how to take the line integral of a scalar field and use the line integral to compute arc lengths. We then learn how to take line integrals of vector fields by taking the dot product of the vector field with tangent unit vectors to the curve. Consideration of the line integral of a force field results in the work-energy theorem. Next, we learn how to take the surface integral of a scalar field and use the surface integral to compute surface areas. We then learn how to take the surface integral of a vector field by taking the dot product of the vector field with the normal unit vector to the surface. The surface integral of a velocity field is used to define the mass flux of a fluid through a surface.
What's included
9 videos11 readings3 assignments
Show info about module content
9 videos•Total 75 minutes
Week Four Introduction•1 minute
Line Integral of a Scalar Field | Lecture 35•10 minutes
Arc Length | Lecture 36•10 minutes
Line Integral of a Vector Field | Lecture 37•9 minutes
Work-Energy Theorem | Lecture 38•5 minutes
Surface Integral of a Scalar Field | Lecture 39•10 minutes
Surface Area of a Sphere | Lecture 40•12 minutes
Surface Integral of a Vector Field | Lecture 41•9 minutes
Flux Integrals | Lecture 42•8 minutes
11 readings•Total 90 minutes
Circumference of a Circle•5 minutes
Computing the Mass of a Wire•10 minutes
Approximating the Perimeter of an Ellipse•10 minutes
Line Integral around a Square•5 minutes
Line Integral around a Circle•5 minutes
Mass Falling Under Gravity•5 minutes
Surface Area of a Cylinder•10 minutes
Surface Area of a Cone•10 minutes
Surface Area of a Paraboloid•10 minutes
Surface Integral over a Cylinder•10 minutes
Mass Flux Through a Pipe•10 minutes
3 assignments•Total 80 minutes
Week Four Assessment•45 minutes
Line Integrals•15 minutes
Surface Integrals•20 minutes
Fundamental Theorems
Week 5•7 hours to complete
Module details
The fundamental theorem of calculus links integration with differentiation. Here, we learn the related fundamental theorems of vector calculus. These include the gradient theorem, the divergence theorem, and Stokes' theorem. We show how these theorems are used to derive continuity equations and the law of conservation of energy. We show how to define the divergence and curl in coordinate-free form, and convert the integral version of Maxwell's equations into differential form.
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AM
4·
Reviewed on Jul 24, 2020
Very good course with difficult problems. Very good instructor. Needs to provide a bit more geometric intuition to the sections involving vector integral calculus.
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RB
5·
Reviewed on May 3, 2020
This course is very well organized and well explained. I am very much thankful to Prof Jeffrey R. Chasnov for his fruitful videos which help us to update our knowledge in this area.
S
SW
4·
Reviewed on Feb 28, 2021
excellent videos; good problems; unusual to get a series of high quality notes to download. I found the final section demanding and I will need to review this section.
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