BIRS Workshop Lecture Videos

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BIRS Workshop Lecture Videos

Using algebraic matroids and avoiding differential algebra in identifiability, observability, and indistinguishability Meshkat, Nicolette


Algebraic matroids can be used to determine all the algebraic dependency relationships among a set of polynomials, without actually calculating those corresponding polynomial relationships. I'll discuss the application of algebraic matroids in three areas of model analysis: identifiability, observability, and indistinguishability. We'll see that algebraic matroids can be particularly useful in the areas of observability and indistinguishability, especially for large nonlinear models.

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