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Lorenz63⚓︎

The classic exhibitor of chaos, consisting of 3 coupled ODEs.

The ODEs are derived by modelling, with many simplifications, the fluid convection between horizontal plates with different temperatures.

Its phase-plot (with typical param settings) looks like a butterfly.

See demo.py for more info.

Modules:

Name Description
anderson2010rhf

Settings from anderson2010.

bocquet2012

Reproduce results from Fig 11 of bocquet2012a.

demo

Demonstrate the Lorenz-63 model.

extras

Extra functionality (not necessary for the EnKF or the particle filter).

mandel2016

Settings from mandel2016hybrid.

modelling

Contains models included with DAPPER.

ramgraber2022

Try settings of Figure 6A of Ramgraber's transport smoothing paper

sakov2012

Reproduce results from Table 1 sakov2012a.

wiljes2017

Settings from wiljes2016.

dxdt(x) ⚓︎

Evolution equation (coupled ODEs) specifying the dynamics.