FoldFlow icon indicating copy to clipboard operation
FoldFlow copied to clipboard

Question about R3FM position sampling.

Open stanislav-chekmenev opened this issue 9 months ago • 0 comments

Hello!

Thank you so much for the great work you've done, it is really impressive. I'm trying to get to know it in detail, modify some parts of the model to possibly improve it and am going through the code at the moment.

There's a part in the sampling of positions along the conditional Gaussian probability path in the Euclidean flow matcher (R3FM), which I don't get. Precisely, here:

https://github.com/DreamFold/FoldFlow/blob/9d2c260813da3c9a2bc944973953f63ea6d71203/foldflow/models/r3_fm.py#L115-L116

So what do you mean by your comment that "This seems like it should be right but its not" and why do you subtract that mean from the positions? I assume you center them to have zero mean, but I can't really find that step mentioned anywhere in your paper on Minibatch OT. Is it done for stability of the training?

stanislav-chekmenev avatar May 07 '25 16:05 stanislav-chekmenev