Harmonic Analysis and Partial Differential Equations:
An Introduction
Facilitated byHarmonic analysis and partial differential
equations arise naturally in the application of mathematics to physical
problems such as the oscillation of a drumhead, the conduction of heat
in a metal bar, or the shape of a soap film. In this course, we will
derive some basic PDEs (Heat equation, Wave equation, Laplace's equation),
and discuss methods of solution, concentrating on separation of variables,
which leads naturally to the topics of Fourier series, eigenfunction
expansions, Sturm-Liouville problems and special functions (in particular
Bessel functions).This course will use MAPLE as an algebraic and graphical
companion -- the hope is that students will come away from the course comfortable
with their ability to use MAPLE to validate and visualize solutions.
Lecture 1: What is a PDE?
- What is a Partial Differential Equation?
- Linear vs. Nonlinear
- Definition of Linear, Homogeneous
- Superposition
- Transport Equation
- Lecture 1 Notes (.pdf), LaTeX Source File for Lecture 1 Notes
- Lecture 1 Maple Script, MAPLE Script Handout (.pdf)
- Lecturer: Prof. Andrew Bernoff
Lecture 2: Cooling of a Hot Bar: The Diffusion Equation
- An Introduction to Heat Flow
- Derivation of the Diffusion Equation
- Examples of Solution to the Diffusion Equation
- The Maximum Principle
- Energy Dissipation and Uniqueness
- Lecture 2 Notes (.pdf), LaTeX Source File for Lecture 2 Notes
- Lecture 2 Maple Script, MAPLE Script Handout (.pdf)
- Lecturer: Prof. Andrew Bernoff
Lecture 3: Laplace's Equation and Harmonic Functions
- Laplace's Equation and Harmonic Functions [e.g. Re {f(z)}, r^n cos(n \theta) ]
- The Mean Value Property
- Dirichlet's Principle
- Minimal Surfaces
- Lecture 3 Notes (.pdf), Zipped LaTeX Source Files for Lecture 3 Notes
- Lecture 3 Maple Script, MAPLE Script Handout (.pdf)
- Lecturer: Prof. Jon Jacobsen
MAPLE Unplugged
This was a MAPLE orientation for the UFP Faculty.
Here is the MAPLE worksheet unplugged.mwsLecture 4: MAPLE and PDE Lab
- An Introductory Lab for MAPLE, oriented towards PDE
- Lab Notes (.pdf), LaTeX Source Files for Lab Notes
- Maple Script for PDE Lab
- Facilitated by Prof. Andrew Bernoff
Lecture 5: The Diffusion Equation and Fourier Series
- Separation of variables for the Dirchlect problem
- The separation constant and corresponding solutions
- Incorporating the homogeneous boundary conditions
- Solving the general initial condition problem
- Lecture 5 Notes (.pdf), LaTeX Source File for Lecture 5 Notes
- Lecture 5 Maple Script, MAPLE Script Handout (.pdf)
- Lecturer: Prof. Janine Wittwer
Lecture 6: Convergence of Fourier Series
- Examples of Fourier Series
- Least square error, Bessel's Inequality, Parseval's Theorem
- The Many Faces of Convergence
- Dirichlet kernel and Gibb's Phenomena
- Lecture 6 Notes (.pdf), LaTeX Source File for Lecture 6 Notes
- Lecture 6 Maple Script, MAPLE Script Handout (.pdf)
- Lecturer: Prof. Jorge Aarao
Lecture 7: The Wave Equation and Separation of Variables
- Separation of variables
- Applying initial conditions
- The plucked string revisited.
- Lecture 7 Notes (.pdf), LaTeX Source File for Lecture 7 Notes
- Lecture 7 Maple Script, MAPLE Script Handout (.pdf)
- Lecturer: Prof. Mihaela Vajiac
Lecture 8: Sturm-Liouville Problems I
- An example - a metal bar with a partially insulated boundary
- Orthogonality
- Long-term behavior
- Lecture 8 Notes (.pdf), LaTeX Source File for Lecture 8 Notes
- Lecture 8 Maple Script, MAPLE Script Handout (.pdf)
- Lecturer: Prof. Katherine Socha
Lecture 9: Sturm-Liouville Problems II
- The general theory: Sturm-Liouville form.
- Legendre Identity
- Orthogonality and weight functions.
- Lecture 9 Notes (.pdf), LaTeX Source File for Lecture 9 Notes
- Lecturer: Prof. Katherine Socha
Lecture 10: An Introduction to The Fourier Transform
- Special Lecture by Prof. Gerald Folland (Univeristy of Washington) author of Fourier Analysis and Its Application and Introduction to Partial Differential Equations
Lecture 11: Laplace's Equation in a Circle
- The Laplacian in Cylindrical Coordinates
- Separation of Variables
- Poisson Kernel
- Lecture 11 Notes (.pdf), Zipped LaTeX Source File for Lecture 11 Notes
- Lecture 11 Maple Script, MAPLE Script Handout (.pdf)
- Lecturer: Prof. Juan Tolosa
Lecture 12: Heat Transfer in the Ball
Additional Resources:
- The diffusion equation in the sphere
- Solution by separation of variables
- Interchanging infinite sums and limits
- Lecturer: Prof. John Polking
- Lecture 12 Notes (.pdf), Zipped LaTeX Source File for Lecture 12 Notes
- Lecture 12 Maple Script, MAPLE Script Handout (.pdf)
Lecture 13: Sturm-Liouville Problems -- Numerics
- Revisiting an old problem
- Approximating the second derivative
- transforming to a matrix problem
- Automating the process
- Lecturer: Prof. David Arnold
- Lecture 13 Notes (.pdf), Zipped LaTeX Source File for Lecture 13 Notes
Lecture 14: Playing the Timpani: Vibrations of a Circular Membrane
- Observations about playing the Timpani
- The wave equation in a disc
- Separation of Variables
- Axisymmetric vs. Non-axisymmetric
- Properties of Bessel functions
- Lecturer: Prof. Darryl Yong
- Lecture 14 Notes (.pdf), Zipped LaTeX Source File for Lecture 14 Notes
- Some Vibrational Modes of the Timpani (.pdf)