JuliusMartensen

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Related https://arxiv.org/abs/1805.07411

I think we have the tooling basically setup. I'll work on recreating the examples of the paper.

Could you provide your `]st` for reference? Also, there is a specific tag for the paper version, which might work better.

https://github.com/ChrisRackauckas/universal_differential_equations/releases/tag/v1.0

Yeah, there is definitely something 🐟 -y going on here. I experienced a full out fail on 1.7 while creating the `ContinuousDataDrivenProblem`, which should not happen. Additionally, the network performs...

On it. ( with a little delay and probably a little more ).

I've adapted scenario 1 - 3 so it should be working in #48

I've recently switched to Lux and setup some models in the past. `NamedTuple`s and `ComponentVector`s are really helpful in structuring the overall parameters and both are useable for AD. Additionally,...

Ah. Nope. Not right now. I have to fix some issues on the current versioning of DataDriven due to the SymbolicArray introduction and will update within the next few hrs.