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authorChristian Kolset <christian.kolset@gmail.com>2025-04-24 16:25:31 -0600
committerChristian Kolset <christian.kolset@gmail.com>2025-04-24 16:25:31 -0600
commit652f88728eb91bae1c4f30b63d1fbe60788ea938 (patch)
tree65cfe591da183b969885e8c557b1ac5810727ec8 /tutorials/module_2/notebook_2/intro_to_numerical_methods.ipynb
parent42fca6122f4baf847ec2794b172abbc6a2193407 (diff)
Added jupyter notebook converter script. Converts markdown (.md) tutorials to jupyter notebook (.ipynb).
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+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Numerical Methods\n",
+ "\n",
+ "Engineering\n",
+ "\n",
+ "## What is a numerical method?\n",
+ "\n",
+ "Numerical methods are techniques that transform mathematical problems\n",
+ "into forms that can be solved using arithmetic and logical operations.\n",
+ "Because digital computers excel at these computations, numerical methods\n",
+ "are often referred to as computer mathematics.\n",
+ "\n",
+ "## Numerical Differentiation\n",
+ "\n",
+ "Forwards difference Backwards difference\n",
+ "\n",
+ "[Read\n",
+ "More](https://pythonnumericalmethods.studentorg.berkeley.edu/notebooks/chapter20.00-Numerical-Differentiation.html)\n",
+ "\n",
+ "## Roots and Optimization\n",
+ "\n",
+ "Incremental Search Bisection Modified Secant Newton-Raphson\n",
+ "\n",
+ "## Numerical Integration\n",
+ "\n",
+ "Trapezoidal\n",
+ "\n",
+ "Simpson’s Rule\n",
+ "\n",
+ "[Read\n",
+ "More](https://pythonnumericalmethods.studentorg.berkeley.edu/notebooks/chapter21.00-Numerical-Integration.html)\n",
+ "\n",
+ "## Numerical Solutions of Ordinary Differential Equations\n",
+ "\n",
+ "Euler’s Method - Forward - Backwards\n",
+ "\n",
+ "Runge-Kutta Method\n",
+ "\n",
+ "[Read\n",
+ "More](https://pythonnumericalmethods.studentorg.berkeley.edu/notebooks/chapter22.00-ODE-Initial-Value-Problems.html)"
+ ],
+ "id": "47b4ca7c-5bc4-4436-9ecd-ab541d2a2bcc"
+ }
+ ],
+ "nbformat": 4,
+ "nbformat_minor": 5,
+ "metadata": {}
+}