Differential Equations: Fourier Series and Partial Differential Equations (edX)

Differential Equations: Fourier Series and Partial Differential Equations (edX)
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Differential Equations: Fourier Series and Partial Differential Equations (edX)
Learn to use Fourier series to solve differential equations with periodic input signals and to solve boundary value problems involving the heat equation and wave equation. Differential equations are the mathematical language we use to describe the world around us. Many phenomena are not modeled by differential equations, but by partial differential equations depending on more than one independent variable.

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In this course, we will use Fourier series methods to solve ODEs and separable partial differential equations (PDEs). You will learn how to describe any periodic function using Fourier series, and will be able to use resonance and to determine the behavior of systems with periodic input signals that can be described in terms of Fourier series. This course will use MATLAB to assist computations.

In this course we will explore:

- How to process noisy sound files

- The way a beam bends in response to external forces

- How to design of ovens to create strong but lightweight composites

- The motion of a violin string

This course is part of the 18.03x Differential Equations XSeries Program.


What you'll learn

- How to describe periodic functions using Fourier series

- How to solve ODEs with Fourier series input

- How to solve separable PDEs using Fourier series inputs and boundary conditions


Syllabus


- Unit 1: Fourier Series

Introduction to Fourier series

Fourier series with arbitrary periods

Using Fourier series to solve differential equations

- Unit 2: Partial Differential Equations

Boundary conditions and boundary value problems

The heat equation

The wave equation


Prerequisites:

- Introduction to Differential Equations (basic)

Introduction to Differential Equations

- some linear algebra preferred

Differential Equations: 2x2 Systems

Differential Equations: Linear Algebra and NxN Systems of Differential Equations



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Course Auditing
66.00 EUR

MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.