Numerical Analysis: Jupyter Notebook Tutorial

Related lectures (28)

Page 2 of 3

Covers cable structures analysis, equilibrium, and comparison with arches, including examples and exam preparation.

Covers the determination of cable shapes under different loads and the characteristics of cables and materials used.

Covers the Finite Element Method, discussing the derivation of the equation of motion and exploring mass and stiffness matrices.

Covers finite element methods for solving diffusion problems in porous media, including meshing, interpolation, and weighted residuals.

Explores error analysis and limitations in interpolation on evenly distributed nodes.

Explains the iso-parametric formulation of the quad4 planar element and the calculation of the stiffness matrix.

Covers non-linear ordinary differential equations, including separation, Cauchy problems, and stability conditions.

Explores numerical methods like Crank-Nicolson, Heun, Euler, and RK4 for solving ODEs, emphasizing error estimation and convergence.

Explores linear differential equations, including higher-order linear homogeneous equations and equations with constant coefficients.

Covers data manipulation and exploration using Python with a focus on visualization techniques.