I am one of these with a background in physics, but have been out of the circle for the last 10y. I highly recommend the videos from PBS Space Time on YT. They have playlists on various topics and, if you are willing to put the mental effort, can give a solid foundation and allow to understand to some extent papers/theories like the one reported here.