Scientific Python and Julia tutorials

2 of 19 tutorials

Tool Julia Intermediate 35 min

DifferentialEquations.jl from the ground up: the pendulum beyond small angles

Afterwards you can integrate any system of first-order ODEs with DifferentialEquations.jl, control its accuracy, and find events such as zero crossings.

Ordinary differential equations Mathematics, Physics

Tool Julia Beginner 40 min

Eigenvalues with LinearAlgebra: normal modes of coupled oscillators

Afterwards you can turn springs into a matrix, solve it with backslash, pick eigen for symmetric, general, or mass-weighted problems, and check eigenvectors.

Linear algebra Chemistry, Engineering, Physics