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Modeling Scenario

6-029-TumorGrowth-ModelingScenario

Author(s): Allison Lewis

Lafayette College, Easton PA USA

Keywords: Pop_Growth Pilot logistic comparment tumor synthetic data sum of squares error

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Abstract

Resource Image This modeling scenario guides a student familiar with single ordinary differential equation (ODE) models towards the development of a more complex system of two ODEs for describing the evolution of tumor growth over time.

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Description

Students should have prior experience with solving ODEs using the separable method, and may have prior exposure to the logistic growth model (though this is not required). By the end of the activity. students will have been exposed to using compartment diagrams to build systems of ODEs, and will be able to discuss how including an additional layer of biological complexity may better enable the modeler to fit the model to experimental data. This activity is designed to take place over 1-2 class periods and requires no supplies beyond a simple worksheet and accessibility to software for visually fitting a model to data (i.e. Desmos or similar).

Article Files

Authors

Author(s): Allison Lewis

Lafayette College, Easton PA USA

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