ChrisRackauckas / universal_differential_equations

Repository for the Universal Differential Equations for Scientific Machine Learning paper, describing a computational basis for high performance SciML
https://arxiv.org/abs/2001.04385
MIT License
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Update symbolic regression examples #33

Closed AlCap23 closed 3 years ago

AlCap23 commented 3 years ago

This extends the current example ( Scenario 1 ) to learn

Scenario 2 : A decay rate of the predators + the interaction terms based on sparse observations of the predator and dense observations of the prey Scenario 3 : The Fisher KPP example Hudson Bay : Full recovery of the Lotka-Volterra model based on Data

with more noise and smaller networks ( all < 100 parameters ).

ToDo

The files run locally right now, but a double check is welcome ;)

Could be merged, but should be completed imho.