Here you will find a Notebook I created. It might be a little too basic for you, but it's probably worthwhile to go through the basics a bit as a warm up.

Then, you might want to look at these videos

https://www.youtube.com/watch?v=ZQoSwVt0TTQ

https://www.youtube.com/watch?v=R5hSqeLSQC0 (this might get a bit advanced for the moment, perhaps keep it for after you've read the rest)

and go through the following papers:

https://arxiv.org/abs/2112.01288 (I would put emphasis on this paper, as it introduces most things about ST. The rest are applications to texture generation (synthesis) and component separation)

https://arxiv.org/abs/2306.17210

https://arxiv.org/abs/2102.03160

https://arxiv.org/abs/2006.06298

You don't need to read them to the core. They are just to get the general idea. As time goes by, you'll revisit them and get acquinted with the ideas a little better. Perhaps the Erwan's presentation, the first paper and a bit through the rest to get a general idea of applications).

The main questions you should be abe to understand and answer are:

a) What's the motivation in using Scattering Transforms?

b) How can they be used in order to generate new maps?

c) How can they be used in order to seperate components in a situation where I have data d = s + c.