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Nonlinear Dynamics and Chaos

Prof. Mahesh Panchagnula · IIT Madras

Start with lecture 1 At NPTEL

About

This is intended to be an introductory course on nonlinear dynamics to enable students to understand, appreciate and analyze the behavior of nonlinear dynamical and chaotic systems in science and engineering. The course will discuss the exciting world of nonlinear differential equations and their relationship to the physical world. A basic introduction to the onset of chaos will also be presented.Modern numerical and analytical techniques used for analysis will be introduced.

Intended audience: Applied Mechanics, Mechanical Engineering, Chemical Engineering, Civil Engineering, Aerospace Engineering, Atmospheric and Ocean Engineering, Physics

Prerequisites: An introductory course in Ordinary Differential Equations

Lectures

Week 1

  1. Introduction: Part 1 YouTube
  2. Introduction: Part 2 YouTube
  3. Introduction: Part 3 YouTube
  4. Flows on the Line: Part 1 YouTube

Week 2

  1. Flows on the Line: Part 2 YouTube
  2. Bifurcations: Part 1 YouTube
  3. Bifurcations: Part 2 YouTube
  4. Bifurcations: Part 3 YouTube

Week 3

  1. Flows On The Circle: Part 1 YouTube
  2. Flows On The Circle: Part 2 YouTube
  3. 2D Flows - Linear Systems: Part 1 YouTube
  4. 2D Flows - Linear Systems: Part 2 YouTube

Week 4

  1. 2D Flows - Linear Systems: Part 3 YouTube
  2. Phase Plane: Part 1 YouTube
  3. Phase Plane: Part 2 YouTube
  4. Limit Cycles: Part 1 YouTube

Week 5

  1. Limit Cycles: Part 2 YouTube
  2. Limit Cycles: Part 3 YouTube
  3. Van Der Pol Oscillator YouTube
  4. Bifurcations Revisited: Part 1 YouTube

Week 6

  1. Bifurcations Revisited: Part 2 YouTube
  2. Bifurcations Revisited: Part 3 YouTube
  3. Bifurcations Revisited: Part 4 YouTube
  4. Introduction To Chaos: Part 1 YouTube

Week 7

  1. Introduction To Chaos: Part 2 YouTube
  2. Introduction To Chaos: Part 3 YouTube
  3. Introduction To Chaos: Part 4 YouTube
  4. One-Dimensional Maps: Part 1 YouTube

Week 8

  1. One-Dimensional Maps: Part 2 YouTube
  2. One-Dimensional Maps: Part 3 YouTube
  3. One-Dimensional Maps: Part 4 YouTube
  4. Fractals: Part 1 YouTube

Week 9

  1. Fractals: Part 2 YouTube
  2. Fractals: Part 3 YouTube
  3. Strange Attractors: Part 1 YouTube
  4. Strange Attractors: Part 2 YouTube

Week 10

  1. Manifold Theory: Part 1 YouTube
  2. Manifold Theory: Part 2 YouTube
  3. Differential Algebraic Equations: Part 1 YouTube
  4. Differential Algebraic Equations: Part 2 YouTube

Week 11

  1. Noise Induced Transitions YouTube
  2. Neural Networks: Part 1 YouTube
  3. Neural Networks: Part 2 YouTube
  4. Neural Networks: Part 3 YouTube

Week 12

  1. Mathieu Equation and Parametric Oscillations: Part 1 YouTube
  2. Mathieu Equation and Parametric Oscillations: Part 2 YouTube
  3. Course Revision YouTube

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Madras
Department
Multidisciplinary
Teacher
Prof. Mahesh Panchagnula
Level
Graduate
Language
English
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.
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