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CME 104 Python Workbook

Usage tips

Linear algebra and applications

1. Matrices and vectors
- Your turn
2. Gaussian elimination
- Your turn
3. Least squares regression
- Your turn

Eigenvalues and eigenvectors

4. Eigenvalues and eigenvectors
- Your turn
5. Power of a matrix
- Your turn

Fourier series

6. Fourier series
- Your turn
7. Forced vibrations
- Your turn

Diffusion equation

8. 1D heat conduction equation
- Your turn
9. 2D Laplace equation
- Your turn
10. Wave motion
- Your turn

Boundary value problems

11. 1D boundary value problem
- Your turn
12. 2D Laplace equation using iterative methods
- Your turn
13. Time-dependent heat equation
- Your turn
14. Time-dependent heat equation - Implicit scheme
- Your turn

Tutorials

Python fundamentals
Homework template

Index

By Enze Chen and Vadim Khayms

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