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Computer Modeling and Science


Course Description

Introduction to computer models used as tools of scientific investigation, including historically important examples in the natural and social sciences. Lectures cover topics of current public interest, including economics, epidemiology, and ecological sustainability.


Athena Title

Computer Modeling and Science


Non-Traditional Format

Hands-on lab exercises use spreadsheet and model-building software. Only basic algebra is assumed.


Semester Course Offered

Not offered on a regular basis.


Grading System

A - F (Traditional)


Course Objectives

Students completing this course will be able to recognize models in use by government and academic bodies, and be aware of the modeling issues in these applications. They will know technology of modeling (implementation, error, fidelity, sensitivity, elaboration) as it applies to model use and interpretation. They will have had introduction and overview of modeling as used in sciences such as physics, chemistry, geology, astronomy, ecology. They will have considered world-level models and issues.


Topical Outline

An introduction to science, computer models and simulation, and computational science. Modeling concepts include abstraction and elaboration, identification of variables and parameters, implementation and error, data reduction and visualization, fidelity, verification, sensitivity. Examples are taken from scientific fields including physics (ballistics), epidemiology, chemistry, geology (earthquake and volcano models) and esp. from ecology/environment where we develop some of the most interesting topics in computational science -- resource allocation (esp. fossil fuels), pollution (incl. carbon dioxide), economic growth, population growth, and the interaction among these factors. We include a discussion of climate models and global warming.


General Education Core

CORE III: Quantitative Reasoning

Syllabus