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CriticalTransitions.jl

CriticalTransitions — Module

CriticalTransitions.jl

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CriticalTransitions.jl is a first-of-its-kind software for formalizing, automating, and making extendable, the analysis of critical transitions in dynamical systems. Current content exists along two independent paths: noise- and rate- induced transitions.

The main software highlights are:

  • easily construct stochastic and nonautonomous dynamical systems
  • efficiently sample transition path ensembles
  • calculate minimum action paths and critical forcing rates
  • use a growing toolbox of tested and documented functions implementing concepts of large deviation theory, transition path theory, and rate-induced tipping
  • and more features shown in the documentation and planned for the future!

CriticalTransitions.jl can be used as a standalone package, or as part of DynamicalSystems.jl.

To install it, run import Pkg; Pkg.add("CriticalTransitions").

All further information is provided in the documentation.

Developers: Reyk Börner, Orjan Ameye, Ryan Deeley, Raphael Römer and George Datseris

Thanks to Jeroen Wouters, Calvin Nesbitt, Tobias Grafke and Oliver Mehling

This package got started in the EU-funded CriticalEarth project.

source

Installation

To install the Julia language, we recommend juliaup.

CriticalTransitions is a registered Julia package and can be installed with the Julia package manager:

julia> ]
Pkg>   add CriticalTransitions

or 

using Pkg; Pkg.add("CriticalTransitions")

Getting started

See the Tutorial, and after that either consult the API page for all the available functionality or visit individual examples!

People

Main developers:

  • Reyk Börner (@reykboerner)
  • Orjan Ameye (@oameye)
  • Ryan Deeley (@ryandeeley)
  • Raphael Römer (@raphael-roemer)
  • George Datseris (@Datseris)

Thanks to Jeroen Wouters, Calvin Nesbitt, Tobias Grafke & Oliver Mehling.

This package got started in the EU-funded CriticalEarth project.