SciML / SciML/StructuralIdentifiability.jl
Implementation of `si_to_mtk`
Nobody has claimed this yet.
- Dominant language
- Julia
- Stars
- 129
- Forks
- 23
- Avg merge
- 9h 35m
- Merged PRs (30d)
- 17
Description
Super cool package! I wonder if there's high demand for the following implementation,
Is your feature request related to a problem? Please describe.
We desire to include StructuralIdentifiability functionality as an intermediate part of a larger ModelingToolkit pipeline for system analysis. Specifically in order to pass MTK models into find_ioequations and convert the result to MTK models.
Describe the solution you’d like
An inverse function of mtk_to_si, i.e a function si_to_mtk for which
si_to_mtk(mtk_to_si(mtk_ODE)[1]) == mtk_ODE
generally returns true.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by tracing the existing mtk_to_si entry point and the find_ioequations workflow described in the issue. Determine what information must be preserved for si_to_mtk(mtk_to_si(mtk_ODE)[1]) to generally reconstruct the original MTK model, then validate the result against that round-trip condition.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- julia
- Domain
- backend
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 30/100