PepGLAD

PepGLAD

Full-atom peptide design with geometric latent diffusion

Description

Designing peptide drugs means settling sequence and 3D structure together, and older methods either ignore structure or crawl. PepGLAD from Tsinghua's THUNLP generates full-atom peptides with a geometric latent diffusion model, producing sequence and structure at once.

It designs binders for a given target for drug discovery research, published at NeurIPS 2024.

Features



Full-atom:Sequence and structure.

Target-aware:Binding sites.

Latent diffusion:Efficient.