SciML / SciML/ModelOrderReduction.jl
Spectral Submanifold (SSM) / Lyapunov Subcenter Manifold (LSM) Reduction
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 nonlinear mechanical model reduction onto Spectral Submanifolds (SSMs) for damped-forced systems and Lyapunov Subcenter Manifolds (LSMs) for conservative systems, including the explicit third-order reduction formulas.
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 and the referenced paper, arXiv:1905.07794, to understand the requested SSM and LSM reduction methods. No source files or tests are named; done means implementing damped-forced and conservative nonlinear mechanical reduction, including the explicit third-order formulas.
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