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Vector Calculus for Engineers · LearnSpace
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Vector Calculus for Engineers

Курс от The Hong Kong University of Science and Technology
Начальный≈ 30 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

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

Навыки, которые вы освоите

CalculusIntegral CalculusApplied MathematicsAdvanced MathematicsGeometryDerivativeselectromagneticsPhysicsEngineeringEngineering AnalysisMechanics

Программа курса

5 модулей · 182 учебных материалов

01Vectors49 материалов

Welcome

Welcome and Course InformationЧтениеCourse OverviewВидеоDiagnostic QuizЗаданиеHow to Write Math in the Discussions using MathJaxЧтение

Учитесь у экспертов

Jeffrey R. Chasnov

Professor

Vector Calculus for Engineers
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Обучение на Coursera

≈ 30 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Бенгальский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Пушту, Урду, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета

Introduction to Week One

Week One IntroductionВидео

Vectors

Vectors | Lecture 1ВидеоAssociative LawЧтениеTriangle Midpoint TheoremЧтениеCartesian Coordinates | Lecture 2ВидеоNewton's equation for the force between two massesЧтениеDot Product | Lecture 3ВидеоCommutative and Distributive PropertiesЧтениеDot Product between Standard Unit VectorsЧтениеLaw of CosinesЧтениеDo you know matrices?ЧтениеCross Product | Lecture 4ВидеоCommutative and Distributive PropertiesЧтениеCross Product Between Standard Unit VectorsЧтениеAssociative PropertyЧтениеDeep Dive into Quaternions and Vector CalculusPLUGINVectorsЗадание

Analytic Geometry

Analytic Geometry of Lines | Lecture 5ВидеоParametric Equation for a LineЧтениеAnalytic Geometry of Planes | Lecture 6ВидеоEquation for a PlaneЧтениеAnalytic GeometryЗадание

Vector Algebra

Kronecker Delta and Levi-Civita Symbol | Lecture 7ВидеоLevi-Civita IdentitiesЧтениеThe Levi-Civita Symbol and the Cross ProductЧтениеKronecker-Delta IdentitiesЧтениеLevi-Civita and Kronecker-Delta IdentitiesЧтениеVector Identities | Lecture 8ВидеоOptional ParenthesesЧтениеScalar Triple Product | Lecture 9ВидеоScalar Triple Product with any Two Vectors EqualЧтениеSwapping the Position of the OperatorsЧтениеScalar Triple Product of the Unit VectorsЧтениеVector Triple Product | Lecture 10ВидеоJacobi IdentityЧтениеScalar Quadruple ProductЧтениеLagrange's Identity in Three DimensionsЧтениеVector Quadruple ProductЧтениеVector AlgebraЗаданиеDeep Dive into Levi-Civita and the Kronecker DeltaPLUGIN

Fields

Scalar and Vector Fields | Lecture 11ВидеоExamples of Scalar and Vector FieldsЧтение

Supplemental Videos

Matrix Addition and MultiplicationВидеоMatrix Determinants and InversesВидео

Quiz

Week One AssessmentЗадание
02Differentiation32 материалов

Introduction to Week Two

Week Two IntroductionВидео

Partial Derivatives

Partial Derivatives | Lecture 12ВидеоComputing Partial DerivativesЧтениеTaylor Series ExpansionsЧтениеThe Method of Least Squares | Lecture 13ВидеоLeast-squares MethodЧтениеChain Rule | Lecture 14ВидеоChain RuleЧтениеTriple Product Rule | Lecture 15ВидеоTriple Product Rule: Example | Lecture 16ВидеоTriple Product Rule for a Linear FunctionЧтениеQuadruple Product RuleЧтениеPartial DerivativesЗадание

The Del Operator

Gradient | Lecture 17ВидеоComputing the GradientЧтениеThe Gradient of the Position VectorЧтениеDivergence | Lecture 18ВидеоComputing the DivergenceЧтениеCurl | Lecture 19ВидеоComputing the Curl

Vector Calculus Algebra

Vector Derivative Identities | Lecture 21ВидеоVector Derivative Identities (Proof) | Lecture 22ВидеоVector Derivative IdentitiesЧтениеThe Material AccelerationЧтениеElectromagnetic Waves | Lecture 23ВидеоWave Equation for the Magnetic FieldЧтение

Quiz

Week Two AssessmentЗадание
03Integration and Curvilinear Coordinates40 материалов

Introduction to Week Three

Week Three IntroductionВидео

Multidimensional Integration

Double and Triple Integrals | Lecture 24ВидеоComputing the Mass of a CubeЧтениеExample: Double Integral with Triangle Base | Lecture 25ВидеоVolume of a surface above a parallelogramЧтениеMultidimensional IntegrationЗадание

Polar Coordinates

Polar Coordinates (Gradient) | Lecture 26ВидеоCartesian Unit VectorsЧтениеCartesian Partial DerivativesЧтениеSome Common Two-Dimensional VectorsЧтениеPolar Coordinates (Divergence and Curl) Lecture 27ВидеоComputing the Divergence and Curl in Polar CoordinatesЧтение

Cylindrical and Spherical Coordinates

Cylindrical Coordinates | Lecture 32ВидеоDel in Cylindrical CoordinatesЧтениеDivergence of a Unit VectorЧтениеDivergence and Curl of the Unit VectorsЧтениеCenter-of-Mass of a Uniform Solid ConeЧтениеSpherical Coordinates (Part A) | Lecture 33Видео

Quiz

Week Three AssessmentЗадание
04Line and Surface Integrals23 материалов

Introduction to Week Four

Week Four IntroductionВидео

Line Integrals of Scalar Fields

Line Integral of a Scalar Field | Lecture 35ВидеоCircumference of a CircleЧтениеComputing the Mass of a WireЧтениеArc Length | Lecture 36ВидеоApproximating the Perimeter of an EllipseЧтение

Line Integrals of Vector Fields

Line Integral of a Vector Field | Lecture 37ВидеоLine Integral around a SquareЧтениеLine Integral around a CircleЧтениеWork-Energy Theorem | Lecture 38ВидеоMass Falling Under GravityЧтениеLine IntegralsЗадание

Surface Integrals of Scalar Fields

Surface Integral of a Scalar Field | Lecture 39ВидеоSurface Area of a CylinderЧтениеSurface Area of a ConeЧтениеSurface Area of a Sphere | Lecture 40ВидеоSurface Area of a ParaboloidЧтение

Surface Integrals of Vector Fields

Surface Integral of a Vector Field | Lecture 41ВидеоSurface Integral over a CylinderЧтениеFlux Integrals | Lecture 42ВидеоMass Flux Through a PipeЧтениеSurface IntegralsЗадание

Quiz

Week Four AssessmentЗадание
05Fundamental Theorems38 материалов

Introduction to Week Five

Week Five IntroductionВидео

Gradient

Gradient Theorem | Lecture 43ВидеоGradient TheoremЧтениеConservative Vector Fields | Lecture 44ВидеоConservative Vector FieldsЧтениеConservation of Energy | Lecture 45ВидеоEscape VelocityЧтениеGradient TheoremЗадание

Divergence

Divergence Theorem | Lecture 46ВидеоDivergence Theorem for a SphereЧтениеDivergence Theorem: Example I | Lecture 47ВидеоTest the Divergence Theorem for a CubeЧтениеDivergence Theorem for a CubeЧтениеDivergence Theorem: Example II | Lecture 48Видео

Curl

Green's Theorem | Lecture 50ВидеоTest Green's Theorem for a SquareЧтениеTest Green's Theorem for a CircleЧтениеStokes' Theorem | Lecture 51ВидеоStokes' Theorem in Two DimensionsЧтениеTest Stokes' TheoremЧтениеPoint Vortex

Applications

Meaning of the Divergence and the Curl | Lecture 52ВидеоThe Navier-Stokes EquationЧтениеMaxwell's Equations | Lecture 53ВидеоElectric Field of a Point ChargeЧтениеMagnetic Field of a WireЧтение

Quiz

Week Five AssessmentЗадание

Farewell

Concluding RemarksВидеоPlease Rate this CourseЧтениеAcknowledgementsЧтение
Чтение
The Vorticity in Two DimensionsЧтение
Laplacian | Lecture 20Видео
Computing the LaplacianЧтение
The Del OperatorЗадание
Vector Calculus AlgebraЗадание
Polar Coordinates (Laplacian) |Lecture 28Видео
Pipe FlowЧтение
Central Force | Lecture 29Видео
Angular MomentumЧтение
Velocity Dot AccelerationЧтение
Change of Variables (Single Integral) | Lecture 30Видео
Change of Variables (Double Integral) | Lecture 31Видео
Mass of a DiskЧтение
Gaussian IntegralЧтение
Polar CoordinatesЗадание
Spherical and Cartesian Unit VectorsЧтение
Change-of-variables Formula for Spherical CoordinatesЧтение
Integrating a Function that only Depends on Distance from the OriginЧтение
Mass of a Sphere when the Density is a Linear FunctionЧтение
Spherical Coordinates (Part B) | Lecture 34Видео
Derivatives of the Unit VectorsЧтение
Divergence and Curl of the Unit VectorsЧтение
Laplacian of a Vector Field in Spherical CoordinatesЧтение
Laplacian of 1/rЧтение
Laplacian of a Vector Field with Inverse Square LawЧтение
Cylindrical and Spherical CoordinatesЗадание
Test the Divergence Theorem for a SphereЧтение
Flux Integral of the Position VectorЧтение
Source FlowЧтение
Continuity Equation | Lecture 49Видео
Continuity EquationЧтение
Electrodynamics Continuity EquationЧтение
Divergence TheoremЗадание
Чтение
Stokes' TheoremЗадание