Overview
How do populations grow? How do viruses spread? What is the trajectory of a glider? Introduce yourself to the modelling cycle which includes: analyzing a problem, formulating it as a mathematical model, calculating solutions and validating your results.
All models are (systems of) ordinary differential equations. In this course you will learn more about those by watching video lectures and reading short texts, and more importantly, by completing well-crafted hands-on exercises in which you can practice modeling yourself!
You will also learn how to implement Euler's method in a (Python) program.
In the verified track of this course you will additionally consolidate the new skills with graded problem sets about four other real-life applications.
This course is aimed at Bachelor students from Mathematics, Engineering and Science disciplines. However it is for anyone who would want to use differential equations for solving real-world problems, including business owners, researchers and students.
What you'll learn
- To follow the process of the mathematical modelling cycle: formulate a real-life problem, construct an appropriate mathematical model, calculate solutions and validate the results.
- Analyze and use (systems of) ordinary differential equations.
- Solve the ordinary differential equations and implement Euler's method in a (Python) program.
In the Verified Track, you will additionally:
- Complete well-crafted problem sets on several interesting real-life applications to consolidate your new skills
Details
Course Syllabus:
Module 1
Introduction to the cycle of mathematical modelling. We will start describing a population of fish by a differential equation.
Verified Track: Two practice problems (filtering with sunscreen, mixing fluids) with other real-life applications to consolidate the theory learned.
Module 2
Complete more modelling cycles by improving on the model and evaluating the consequences. Euler's method is introduced for solving ordinary differential equations. You will run Python simulations.
Verified Track: A new application to practice the theory: the spread of a flu epidemic.
Module 3
Predator fish are added to the model. How do the populations interact? Systems of differential equations.
Verified Track: One more practice problem (electrical clock) to consolidate the theory learned about systems.
License
Unless otherwise specified, the Course Materials of this course are Copyright Delft University of Technology and are licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Admission
This is a Massive Open Online Course (MOOC) that runs on edX.
Prerequisites
Calculus (1st-order ordinary differential equations), some programming skills are helpful. This course is aimed at Bachelor students from Mathematics, Engineering and Science disciplines.
