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Feb 6, 2024 · Here, we provide theory and algorithms, based on differential algebra, for testing identifiability of polynomial PDE models.
May 5, 2024 · These models come with parameters that show the model's dependency on the environmental effects and often have unknown values.
Here, we provide theory and algorithms, based on differential algebra, for testing identifiability of polynomial PDE models. We showcase this approach on PDE ...
Feb 14, 2024 · Here, we provide theory and algorithms, based on differential algebra, for testing identifiability of polynomial PDE models.
Differential equation models are crucial to scientific processes. The values of model parameters are important for analyzing the behaviour of solutions.
Aug 16, 2024 · Bibliographic details on Algebraic identifiability of partial differential equation models.
May 22, 2024 · This work introduces a novel identifiability test for models characterized by nonlinear DAEs. Unlike previous approaches, our test only requires prior ...
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Mar 6, 2024 · We suggest that parameter identifiability should be considered alongside goodness-of-fit and model complexity as criteria for model selection.
Mar 6, 2024 · We suggest that parameter identifiability should be considered alongside goodness-of-fit and model complexity as criteria for model selection.
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This paper presents the use of an iteration method to solve the identifiability problem for a class of discretized linear partial differential algebraic ...