Learn · Tools in Scientific Computing
Lecture 19 of 46Module 04:
Lecture 19: 1D Maps
Prof. Aditya Bandopadhyay · IIT Kharagpur
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- Tools in Scientific Computing, IIT Kharagpur (at NPTEL)
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All the lectures
- Lecture 01: Preliminaries and Data types
- Lecture 02: Loops and Conditionals Implementation of bubble sort
- Lecture 03: Commonly used Functions
- Lecture 04: Matrix Manipulations Mohr's circle
- Lecture 05: Nonlinear algebraic equations - Visualizing convergence
- Lecture 06: Nonlinear algebraic equations - system of equation and Newton's basin of attraction
- Lecture 07: Overview of Jupyterlab, Octave GUI, Spyder GUI
- Lecture 08: Interactivity with Python - Ipywidgets
- Lecture 09: Geometric Interpretations of ODEs
- Lecture 10: Bifurcations: Saddle node bifurcation
- Lecture 11: Bifurcation: Transcritical bifurcation
- Lecture 12: Bifurcation: Pitchfork bifurcation
- Lecture 13: Imperfect bifurcations and catastrophies
- Lecture 14: 2D flows - linear systems
- Lecture 15: 2D flows - Trajectories: spirals, star and degeneracy
- Lecture 16: Phase portraits - nonlinear systems
- Lecture 17: 2D phase portraits - limit cycles
- Lecture 18: Bifurcations and 3D flows
- Lecture 19: 1D Maps
- Lecture 20: Probability density functions and sampling
- Lecture 21: Monte-carlo simulations: Darts and Buffon's needle
- Lecture 22: 1D Random walks
- Lecture 23: 2D Random walks
- Lecture 24: Boundary Value Problems
- Lecture 25: Boundary Value Problems - p2
- Lecture 26: Regular Perturbation for ODE
- Lecture 27: Singular Perturbation for ODE
- Lecture 28: 2D Boundary Values Problems
- Lecture 29: PETSc and MPI basics
- Lecture 30: PETSc - Creating Vectors and Matrices
- Lecture 31: KSP object and solving a system
- Lecture 32: Poisson equation in PETSc
- Lecture 33: Nonlinear Solver of PETSc
- Lecture 34: Nonlinear solver with Jacobian in PETSc
- Lecture 35: Reaction-diffusion system in PETSc
- Lecture 36: Time stepping in PETSc
- Lecture 37: Heat transport using PETSc
- Lecture 38: Solving nonlinear PDE on a periodic domain yielding different patterns
- Lecture 39: Audio analysis - Determine motor RPM
- Lecture 40: Spectrogram and Doppler shift
- Lecture 41: Image processing - Preliminaries
- Lecture 42: Balloon problem and viscous fingers
- Lecture 43: Analyzing data files and 2D interpolation
- Live Session 12-02-2021
- Live Session 08-03-2021
- Live Session 19-03-2022