Google Summer of Code: Final Results

Posted on Tue 17 August 2021 in Posts • Tagged with Julia, GSoC

GitHub release GitHub stars

Over the course of the summer, my work resulted in successfully ported code of StructuralIdentifiability.jl, a package that can help researchers who use ordinary differential equations in their work. The package allows answering queries about individual identifiability of parameters and their combinations.

The StructuralIdentifiability.jl package is ready to …

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First Month In GSoC

Posted on Sun 25 July 2021 in Posts • Tagged with Julia, GSoC

Project Updates

We slightly churned our project idea from the original algorithm implementation into an inclusion of a StructuralIdentifiability.jl package develop by my colleague Gleb Pogudin. The package is currently part of SciML with more updates to come!

Here is a list of things it can do:

  • check local …

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My Google Summer of Code Project

Posted on Tue 08 June 2021 in Posts • Tagged with Julia, GSOC

About The Project

Problem Formulation

The problem of parameter identifiability is one of the most crucial issues arising in systems biology. To take a look at a problem of identifiability, we must first describe a setting in which it arises. Systems biology deals with biological processes that are described by …

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