SciML / SciML/ModelOrderReduction.jl
Constrained Lumping (CLUE)
Nobody has claimed this yet.
- Dominant language
- Julia
- Stars
- 43
- Forks
- 8
- Avg merge
- 11h 47m
- Merged PRs (30d)
- 14
Description
From the catch-all tracking issue https://github.com/SciML/ModelOrderReduction.jl/issues/78
Implement exact maximal model reduction by constrained lumping of polynomial/rational ODE systems (CLUE), preserving prescribed observables via linear transformations.
https://github.com/clue-developers/CLUE
https://arxiv.org/abs/2004.11961
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 with the catch-all tracking issue #78, then read the linked CLUE repository and arXiv paper to understand constrained lumping for polynomial and rational ODE systems. Identify the appropriate model-reduction entry points from the repository before planning the implementation. Done means exact maximal reduction with prescribed observables preserved by linear transformations.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- julia
- Domain
- hpc
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Active
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100