An Example of Fitting ODE Parameters to Data Using Excel Narrated by Kerry Braxton-Andrew And Josh...

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An Example of Fitting ODE Parameters to Data Using Excel Narrated by Kerry Braxton-Andrew And Josh Katzenstein
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Page 1: An Example of Fitting ODE Parameters to Data Using Excel Narrated by Kerry Braxton-Andrew And Josh Katzenstein.

An Example ofFitting ODE Parameters to Data

Using ExcelNarrated by

Kerry Braxton-AndrewAnd

Josh Katzenstein

Page 2: An Example of Fitting ODE Parameters to Data Using Excel Narrated by Kerry Braxton-Andrew And Josh Katzenstein.

Modeling Radioactive Decay Rates

• Model EquationdN/dt = −λ * N(t)

• Decay Constant — λ — the inverse of the average lifetime of any given particle

• Number of Particles — N(t) — the total number of particles at a given time.

Page 3: An Example of Fitting ODE Parameters to Data Using Excel Narrated by Kerry Braxton-Andrew And Josh Katzenstein.

The Setup in Excel• Tabulate your experimental data

In this case time (t) and amount remaining (N)• Numerically determine dN/dt• Using the model equation guess a value for the

decay constant λ and determine dN/dt• Calculate the square of the residuals between

the dN/dt values for each time t• Sum the square of the residuals• Goal seek to minimize sum of square residuals

Page 4: An Example of Fitting ODE Parameters to Data Using Excel Narrated by Kerry Braxton-Andrew And Josh Katzenstein.

Based experimental data on research from the following source: http://www.eas.asu.edu/~holbert/eee460/RadioactiveDecay.pdf

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