Vector Calculus for Engineers
The Hong Kong University of Science and Technology via Coursera
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Overview
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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
Syllabus
- Vectors
- 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.
- Differentiation
- 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.
- Integration and Curvilinear Coordinates
- 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.
- Line and Surface Integrals
- 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.
- Fundamental Theorems
- 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.
Taught by
Jeffrey R. Chasnov
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Reviews
4.8 rating, based on 266 Class Central reviews
4.8 rating at Coursera based on 1407 ratings
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Although I earned a BS degree in chemical engineering in 1999 and have taken multivariable calculus, Professor Jeffrey Chasnov’s Vector Calculus for Engineers was a great challenging learning process. I found the time needed to complete the course…
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--- **Course Review: Vector Calculus for Engineers (HKUST via Coursera)** *Rating: ★★★★☆ (4/5)* I recently completed the *Vector Calculus for Engineers* course offered by the Hong Kong University of Science and Technology (HKUST) on Coursera, a…
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I recently completed the *Vector Calculus for Engineers* course offered by the Hong Kong University of Science and Technology (HKUST) on Coursera, and overall, I was impressed with the content and structure. Here are my thoughts: ### **Course Cont…
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Complemento mi labor como docente universitario, con temas que me hicieron reflexionar, y la obtención de mas herramientas matematicas para difundir a mis alumnos.
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I needed to review vector calculus in preparation for an Electromagnetism course. The instructor provides detailed notes and textbooks with solutions that you can follow along if you get stuck, which was very useful. In general the teacher is very thorough in the videos, but the problems are more challenging which forces you to understand more deeply the material. If you complete all the problems then I think you will be well versed in vector calculus after this course.
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I can only deliver a mixed review. The course presents a generous amount of material, and all the basics are covered, but the presentation, especially in the final week, is perfunctory at best, grinding through derivations and leaving many steps for…
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Its too good learning,am learnt and its certification issue for us is best.
This vector calculation is we already learned this plat to glance this subject.is full useful by coursera platform -
I found the Vector Calculus for Engineers course on Coursera to be an excellent learning experience. The system is designed very well, making the overall process of studying and navigating the material straightforward and easy to follow. The instruc…
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I am sure that this is the best course of vector calculus.
thanks, i think that i can undestarsd all lessons.
i would like to do other course similar. -
A great refresher course if you already know vector calculus and would like to take a cursory glance to brush up the concepts. I didn't have the in-depth knowledge of the topic but tackling it on your own can at first seem daunting. It had been some…
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The Vector Calculus for Engineers course by The Hong Kong University of Science and Technology on Coursera is a very helpful resource for engineering students. It explains concepts like gradient, divergence, curl, line and surface integrals, and theorems such as Green’s, Stokes, and Gauss in a clear and understandable way. The lectures include visual examples that make difficult topics easier to follow. Quizzes and assignments help reinforce learning, and the practical engineering applications show how theory works in real life. Overall, it is an engaging course that improves both understanding and problem-solving skills.
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Good Course. Very complete. A clear and concise explanation of concepts for the teacher. I appreciate techniques as Levi-Civita symbols and the Einstein convention for the demonstration of complex identities and the development of polar, cylindrical and spherical coordinates for gradients, divergence, rotational and laplacian.
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The course on Vector Calculus was indeed a great challange to me but at the end of the day i have acquired a new and profound knowladge on the course as far as engineering is concerned. He is an outstanding Prof. I thought online learning might be difficult base on the fact that the lecturer might not break down the explanation to everyone. But the Prof explanation was so good to me and i think for many others. I have really improve in my mathematic knowladge of on differential equations mostly on the second derivative which i usually have issues.
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Бұл векторлық курс үшін алғысым шексіз! Жоғары сапалы білім мен терең түсінік бергеніңіз үшін рақмет. Курс маған математикалық және физикалық ұғымдарды жақсырақ түсінуге көмектесті. Болашақта да осындай пайдалы курстарды жалғастыра беріңіздер!
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Excellent presentation with in depth analysis of one of the hardest topics of Engineering Mathematics in clear and lucid way.
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This indeed is one of the BEST courses in Vector Calculus with the BEST instructor teaching it. Professor Chasnov is highly organized and presents the contents in a clear manner. I have become fond of his excellent teaching style. Over and above, all engineers must take this course. I hope he teaches courses in PDEs, Integral Transforms, Complex Variables, ... in times to come to benefit the motivated mathematics learners all around the globe! This is terrific effort from him. I wish the best comes his way as a reward for his dedication. God bless.
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Week three is the pivotal week for learning that I struggled with. Line and Surface integrals just did not come easy to me. A tutorial on the line and surface integrals in greater depth would have helped me since it is difficult to visualize what these always mean. The instruction was excellent, but I feel I needed extra help. Would love to take a course in just line and surface integrals.
An extremely valuable course for anyone in physics or engineering. Take it as soon as you can. -
our professors explanation and command on the subject is very high. sir, has helped me in understanding physics concepts in a much simpler way.this course is very useful for both mathematics and physics students.In short duration it could cover all areas of vector calculus I request sir to include more no. of problems and solve them so that students can be confident applying the concepts of vector calculus in solving problems related to electromagnetic waves and transmission lines
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Very interesting course. It is a good introduction to Vector Calculus. However, I wish each chapter uses material from previous weeks.
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Amazing course! Clear, deep, and inspiring. I learned a lot and feel more confident as an engineer now. Thank you!