Jul 2026
Persistent Manifold Learning of Protein Properties
PML is introduced, a novel computational framework that describes a binding interface as a family of multiscale manifolds, and results indicate that much of what determines binding strength is encoded in the shape of the interface itself, and that a single geometric description serves both classes without hand-tailored features.
Xingjian Xu, Zhe Su, Guo-Wei Wei et al.
· arXiv.org · 0 citations