A common use-case for ModelingToolkit is to fit the model to data, thereby inferring the values of parameter and initial conditions. Often, one would
like to change whether a parameter or initial condition is allowed to
be adjusted in the optimization process. This is an example of how to
accomplish this task. It also helps work around the slowness of access to solutions via the sol[x]
approach, which makes naive loss function
evaluations too slow for optimization use.
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Example of how to use ModelingToolkit to fit an ODE to data.
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lamorton/ModelingFittingDemo
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Example of how to use ModelingToolkit to fit an ODE to data.
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