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SciML / DataDrivenDiffEq.jl

Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization
https://docs.sciml.ai/DataDrivenDiffEq/stable/
MIT License
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Kernel Based DMD #8

Open AlCap23 opened 4 years ago

AlCap23 commented 4 years ago

https://arxiv.org/pdf/1411.2260.pdf

loiseaujc commented 4 years ago

Hi guys,

I have been working for quite a long time with DMD-like techniques. May I suggest you rather implement the latest algorithms for which we have proof of optimality (which ain't the case for the original kernel-based algorithm by Williams) ?

Here is the link to the relevant paper : https://arxiv.org/pdf/1710.10919.pdf

I would gladly help with these issues but I first need to get far more familiar with Julia :)

AlCap23 commented 4 years ago

Thanks! I'll have a look into this!

Most likely this could be done as an Algorithm ( and both methods can be implemented ).