This is a heavily interactive web application, and JavaScript is required. Simple HTML interfaces are possible, but that is not what this is.
Post
Imad Pasha
prappleizer.bsky.social
did:plc:um2isjftlajem4d3f2syvite
To do this we created Silkscreen, a code which uses neural posterior estimation and rounds of simulation and training to fit a set of galaxy properties given input images. In short, we simulate galaxy images with artpop, and use a ResNet to extract summary statistics before passing to the sbi code.
2024-07-08T14:07:01.204Z