JuliaDynamics / JuliaDynamics/TransitionsInTimeseries.jl
Delayed slowing down
Nobody has claimed this yet.
- Dominant language
- Julia
- Stars
- 27
- Forks
- 8
- PR merge metrics
- No merged PRs in 30d
Description
Indicator summary
Matthias Marconi et al has shown that critical slowing down are not good indicators for systems with a parameter changing in time. They made a new one based on their findings which they call "delayed slowed down".
I came across this work while attending a presentation in Aberdeen Dynamics Days 2022.
Reference
https://journals.aps.org/prl/abstract/10.1103/PhysRevLett.125.134102
Arxiv version exists as well. Although, I am not sure whetheer the paper has all the recent results that the presentation showed. We can ask the lead author to share newer paper (will do so).
Codebase
No.
Implementation plan
Not yet.
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 reading the linked Physical Review Letters paper and compare it with any newer results from the presentation or lead author. The issue names no code entry point, tests, implementation plan, or completion criteria, so the first step is to define how the delayed-slowing-down indicator should fit this Julia package.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- julia
- Domain
- data
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 18/100