Yes, this is what I have been thinking - reducing high-dimensional data to lower dimensional is just super lossy. Funny that you mention physics-like visualiza

Yes, this is what I have been thinking - reducing high-dimensional data to lower dimensional is just super lossy. Funny that you mention physics-like visualizations - my implementation did use a springs (forces) model.