Add a tutorial on using SimpleNonlinearSolve inside kernels

[avik-pal]

We have an example of this in the paper, we just need to write it up as a tutorial.

[Spinachboul]

Hi
I would like to take this issue up
Could you please provide with the paper to follow?
@avik-pal

[avik-pal]

https://arxiv.org/pdf/2403.16341 section 3.3

[Spinachboul]

ok got it! I'll work on it

[Spinachboul]

Do we also need to add the link of the reference paper?
@avik-pal

[bethanlily]

@avik-pal @Spinachboul I am trying to implement SimpleNonlinearSolve inside of a kernel and am running into issues. Was this tutorial made, and if so where can I find it? Thank you!

[ChrisRackauckas]

I just put up a tutorial and it should be on the next built dev version of the docs in a few hours.

[ChrisRackauckas]

https://docs.sciml.ai/NonlinearSolve/dev/tutorials/nonlinear_solve_gpus/