updated ColibriTD tutorial with pinns comparison

[kbaumann1991]

colibritd-pde-pinns.ipynb

[abbycross]

Thanks @kbaumann1991. I can bring this into the repo, but can you confirm which section(s) you updated? Is the new content only in the "Step 3: Compare the algorithm performances" section? (I tried doing a diff, but it's very messy in ipynb 😄 )

Can you please also include the attachment.png file? - and if you have a .svg version of it, that would be great. Otherwise we can convert.

[kbaumann1991]

Yes indeed so what was added:

a new section 3 where we compare HDES with PINNS and former section 3 becomes section 4 now. So it was just renamed and moved below section 3.

Here is the .png

and here is the .pdf

hdes_vs_pinns_tutorial_cnv.pdf

I tried to convert it to .svg but all the font was gone.

[abbycross]

I can handle the conversion on this end - many thanks!

[kbaumann1991]

Many thanks @abbycros, it is highly appreciated!!!

[abbycross]

Hi @kbaumann1991! I apologize for the delay in bringing these changes into the docs! I have made the changes in this PR - please check to make sure everything was captured, and that the small copyedits I made look good. Here is a staged preview of the page.