Gabriel Birnbaum

@ChrisRackauckas I will look them up. I had tried something similar (it's what I mean by ADAM + BFGS) and it definitely got me closer but it still struggled to...

Ah of course. That was silly of me. Thanks for finding this.

Should I add this to the documentation? If so, where? @KirillZubov

@bgroenks96 thanks! Unfortunately, I ran it again with the proper broadcasting and still ran into the same issue

@tinosulzer nice catch! That in fact changed the error message. Now I get ``` ERROR: LoadError: MethodError: no method matching ~(::Matrix{Num}, ::Float64) Closest candidates are: ~(::Complex, ::Number) at /Users/gabrielbirnbaum/.julia/packages/Symbolics/sITWZ/src/equations.jl:71 ~(::SymbolicUtils.Symbolic,...

@tinosulzer Oh! Thanks for heads up. Beginner question: what's the best way to rewrite the system as a first order system?

Quick update: I just rewrote it into a first-order system and tried to debug for a bit. Sadly, no change. It seems like the compiler throws an error before it...

That's a good guess but unfortunately it didn't do anything. the compiler threw an error instantly (which I took it as a cache-hint that the problem is not with `eqs`)....

I was thinking about how to implement the integral with a neural network and would love to hear some thoughts re: what is the right way to approach/structure this? I...

@KirillZubov I skimmed through the paper and it is very interesting. Do you know what the authors mean by data? Does it just mean feeding in the boundary conditions and...