Solving fixed-point problems using the Fix-Point Iteration method.
Making use of the Fortran to Python package F2PY which enables creating and compiling a Fortran routine before converting it to a Python Module, which can be imported to any Python script.
This module shows two examples of how to discretize partial differential equations: the 2D Laplace equation and 1D heat equation.
Solves a linear of system of equations using the iterative Gauss-Seidel method.
Solving a first-order ordinary differential equation using the implicit Euler method (backward Euler method).
Solving a first-order ordinary differential equation with Euler's method.
Determining a root with the Newton-Raphson algorithm.
Determining a root using the bisection method.
Numerical integration using the trapezoidal and Simpson's rules.