Difference between revisions of "MAT 5673"
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Hodgkin–Huxley equations for firing patterns of a neuron. Partial differential equations are | Hodgkin–Huxley equations for firing patterns of a neuron. Partial differential equations are | ||
an important tool in Applied Math and Pure Math. This course gives an introduction to PDE's in the setting of two independent variables. | an important tool in Applied Math and Pure Math. This course gives an introduction to PDE's in the setting of two independent variables. | ||
+ | |||
+ | '''Textbooks: | ||
+ | ''' | ||
+ | * P. Olver: Introduction to Partial Differential Equations (Undergraduate Texts in Mathematics) 1st ed. 2014, Corr. 3rd printing 2016 | ||
+ | * L.C. Evans: Partial Differential Equations: Second Edition (Graduate Studies in Mathematics) 2nd Edition | ||
+ | |||
==Topics List== | ==Topics List== | ||
{| class="wikitable sortable" | {| class="wikitable sortable" | ||
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Partial derivatives, chain rule | Partial derivatives, chain rule | ||
|| | || | ||
− | * | + | * Forming more general solutions out of infinite superposition of basic solutions |
+ | |- | ||
+ | |Week 8 | ||
+ | || | ||
+ | * | ||
+ | || | ||
+ | Introduction to Fourier series | ||
+ | || | ||
+ | Infinite series | ||
+ | || | ||
+ | * Orthonormal systems of functions, spectral method for the wave and heat equation | ||
+ | |- | ||
+ | |Week 9 | ||
+ | || | ||
+ | * | ||
+ | || | ||
+ | Schroedinger equation | ||
+ | || | ||
+ | Complex numbers | ||
+ | || | ||
+ | * Basic properties of Schroedinger equation, particle in a potential well | ||
+ | |- | ||
+ | |Week 10 | ||
+ | || | ||
+ | |||
+ | || | ||
+ | Qualitative properties of PDE's | ||
+ | || | ||
+ | Differentiation of integrals with respect to parameter | ||
+ | || | ||
+ | * Uniqueness of solutions, finite and infinite propagation speed for wave and heat equation | ||
+ | |- | ||
+ | |Week 11 | ||
+ | || | ||
+ | * | ||
+ | || | ||
+ | Introduction to numerical methods for PDE (optional) | ||
+ | || | ||
+ | Derivatives, Calculus, Matrices, Linear Algebra | ||
+ | || | ||
+ | * Basic finite difference schemes for first-order quasilinear equations, CFL condition | ||
+ | |- | ||
+ | |Week 12 | ||
+ | || | ||
+ | |||
+ | || | ||
+ | Introduction to the Laplace and Poisson equation | ||
+ | || | ||
+ | * | ||
+ | || | ||
+ | * Solving the Laplace equation on the whole space and on a simple bounded region (square, disc) | ||
+ | |- | ||
+ | |Week 13 | ||
+ | || | ||
+ | * | ||
+ | || | ||
+ | Introduction to the Calculus of Variations | ||
+ | || | ||
+ | Differentiation of an integral with respect to a parameter, parametric surfaces | ||
+ | || | ||
+ | * Compute the variational derivative of a functional | ||
+ | |- | ||
+ | |Week 14 | ||
+ | || | ||
+ | * | ||
+ | || | ||
+ | Review, advanced topics | ||
+ | || | ||
+ | * | ||
+ | || | ||
+ | * | ||
|} | |} |
Latest revision as of 07:57, 24 March 2023
Course description
Partial differential equations arise in many different areas as one tries to describe the behavior of a system ruled by some law. Typically, this has to do with some physical process such as heat diffusion in a material, vibrations of a bridge, circulation of fluids, the behavior of microscopic particles or the evolution of the universe as a whole. Modeling by means of partial differential equations has been successful in other disciplines as well, like in the case of the Black-Scholes equation for stock options pricing and the Hodgkin–Huxley equations for firing patterns of a neuron. Partial differential equations are an important tool in Applied Math and Pure Math. This course gives an introduction to PDE's in the setting of two independent variables.
Textbooks:
- P. Olver: Introduction to Partial Differential Equations (Undergraduate Texts in Mathematics) 1st ed. 2014, Corr. 3rd printing 2016
- L.C. Evans: Partial Differential Equations: Second Edition (Graduate Studies in Mathematics) 2nd Edition
Topics List
Date | Sections | Topics | Prerequisite Skills | Student Learning Outcomes |
---|---|---|---|---|
Week 1 |
|
Introduction and classification of PDE, Calculus review |
Multivariable Calculus, Chain Rule |
|
Week 2 |
|
Applied examples of PDE |
Multivariable Calculus, Chain Rule |
|
Week 3 |
|
The method of characteristics for first-order quasilinear equations |
Multivariable Calculus, Chain Rule |
|
Week 4 |
|
The method of characteristics for first-order fully nonlinear equations |
Multivariable Calculus, Chain Rule |
|
Week 5 |
|
Heat and wave equation on the whole real line |
Differentiation of integrals with respect to a parameter, integration by parts |
|
Week 6 |
|
Initial-boundary value problem for heat and wave equation I |
Partial derivatives, chain rule |
|
Week 7 |
|
Initial-boundary value problem for heat and wave equation II, introduction to Fourier series |
Partial derivatives, chain rule |
|
Week 8 |
|
Introduction to Fourier series |
Infinite series |
|
Week 9 |
|
Schroedinger equation |
Complex numbers |
|
Week 10 |
Qualitative properties of PDE's |
Differentiation of integrals with respect to parameter |
| |
Week 11 |
|
Introduction to numerical methods for PDE (optional) |
Derivatives, Calculus, Matrices, Linear Algebra |
|
Week 12 |
Introduction to the Laplace and Poisson equation |
|
| |
Week 13 |
|
Introduction to the Calculus of Variations |
Differentiation of an integral with respect to a parameter, parametric surfaces |
|
Week 14 |
|
Review, advanced topics |
|
|