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Course11110615485 lectures

Sobolev Spaces and Partial Differential Equations

Prof. S. Kesavan · IMSc

Start with lecture 1 At NPTEL

About

The modern theory of Partial Differential Equations relies heavily on functional analytic methods. With the advent of high speed computers, numerical methods, like the finite element method, have revolutionized areas like computational fluid dynamics and structural analysis. These rely on the study of weak solutions to PDEs and functional analysis plays a dominant role in this. At the core of the ideas involved lie the theory of distributions and the important function spaces, called the Sobolev spaces. These spaces form a natural framework in which we study generalized (i.e. weak) solutions of boundary value problems. This course will develop, in detail, the theory of distributions and study the important properties of Sobolev spaces. These will be applied to the study of weak solutions of elliptic boundary value problems. The theory of semigroups of operators on a Banach space will also be developped. This, together with Sobolev spaces will help us to study evolution equations. Prerequisites for this course are analysis, topology, linear algebra, functional analysis and measure theory (especially, the theory of L-p spaces).

Intended audience: MSc (Mathematics) and above

Prerequisites: MSc Real Analysis, Topology, Linear Algebra,Measure Theory, Functional Analysis

Lectures

Week 1

  1. Test Functions - Part 1 YouTube
  2. Test Functions - Part 2 YouTube
  3. Distributions YouTube
  4. Examples - Part 1 YouTube
  5. Distribution Derivatives YouTube
  6. More operations on distributions YouTube
  7. Support of a distribution YouTube

Week 2

  1. Distributions with compact support; singular support - Part 1 YouTube
  2. Distributions with compact support; singular support - Part 2 YouTube
  3. Exercises - Part 1 YouTube
  4. Convolution of functions - Part 1 YouTube
  5. Convolution of functions - Part 2 YouTube
  6. Convolution of functions - Part 3 YouTube
  7. Convolution of distributions - Part 1 YouTube

Week 3

  1. Convolution of distributions - Part 2 YouTube
  2. Convolution of distributions - Part 3 YouTube
  3. Exercises - Part 2 YouTube
  4. Fundamental solutions YouTube
  5. The Fourier transform YouTube
  6. The Schwarz space - Part 1 YouTube
  7. The Schwarz space - Part 2 YouTube

Week 4

  1. Examples - Part 1 YouTube
  2. Fourier inversion formula YouTube
  3. Tempered distributions YouTube
  4. Exercises - Part 3 YouTube
  5. Sobolev spaces - Part 1 YouTube
  6. Sobolev spaces - Part 2 YouTube
  7. Sobolev spaces - Part 3 YouTube

Week 5

  1. Approximation by smooth functions YouTube
  2. Chain rule and applications - Part 1 YouTube
  3. Chain rule and applications - Part 2 YouTube
  4. Extension theorems - Part 1 YouTube
  5. Extension theorems - Part 2 YouTube
  6. Poincare's inequlity YouTube

Week 6

  1. Exercises - Part 4 YouTube
  2. Exercises - Part 5 YouTube
  3. Imbedding theorems YouTube
  4. Imbedding theorems: Case p < N - Part 1 YouTube
  5. Imbedding theorems:Case p = N - Part 2 YouTube
  6. Imbedding theorems: Case p > N - Part 3 YouTube
  7. Compactness theorems - Part 1 YouTube

Week 7

  1. Compactness theorems - Part 2 YouTube
  2. Compactness theorems - Part 3 YouTube
  3. The spaces W^{s,p} YouTube
  4. Spaces W^{s,p} and Trace spaces YouTube
  5. Trace theory - Part 1 YouTube
  6. Trace theory - Part 2 YouTube

Week 8

  1. Trace theory - Part 3 YouTube
  2. Trace theory - Part 4 YouTube
  3. Exercises - Part 6 YouTube
  4. Exercises - Part 7 YouTube
  5. Abstract variational problems - Part 1 YouTube
  6. Abstract variational problems - Part 2 YouTube
  7. Weak solutions of elliptic boundary value problems - Part 1 YouTube

Week 9

  1. Weak solutions of elliptic boundary value problems - Part 2 YouTube
  2. Neumann problems YouTube
  3. The Biharmonic operator YouTube
  4. The elasticity system YouTube
  5. Exercises - Part 8 YouTube
  6. Exercises - Part 9 YouTube
  7. The Galerkin method YouTube

Week 10

  1. Maximum Principles - Part 1 YouTube
  2. Maximum Principles - Part 2 YouTube
  3. Exercises - Part 10 YouTube
  4. Exercises - Part 11 YouTube
  5. Eigenvalue problems - Part 1 YouTube
  6. Eigenvalue problems - Part 2 YouTube
  7. Eigenvalue problems - Part 3 YouTube
  8. Exercises - Part 12 YouTube

Week 11

  1. Exercises - Part 13 YouTube
  2. Unbounded operators - Part 1 YouTube
  3. Unbounded operators - Part 2 YouTube
  4. The exponential map YouTube
  5. C_0 Semigroups - Part 1 YouTube
  6. C_0 Semigroups - Part 2 YouTube
  7. Infinitesimal generators of contraction semigroups YouTube
  8. Hille-Yosida theorem YouTube

Week 12

  1. Regularity YouTube
  2. Contraction semigroups on Hilbert spaces YouTube
  3. Self-adjoint case and the case of isometries YouTube
  4. The heat equation YouTube
  5. The wave equation YouTube
  6. The Schrodinger equation YouTube
  7. The inhomogeneous equation YouTube
  8. Exercises - 14 YouTube

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IMSc
Department
Mathematics
Teacher
Prof. S. Kesavan
Level
Graduate
Language
English
Subjects
Mathematics
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge. Coordinated by IIT Madras.
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