AMP-Diffusion: Integrating Latent Diffusion with Protein Language Models for Antimicrobial Peptide Generation

Abstract

We introduce AMP-Diffusion, a latent space diffusion model tailored for antimicrobial peptide (AMP) design, harnessing the capabilities of ESM-2, to de novo generate functional AMPs for downstream experimental application. (Accepted as Poster at NeurIPS 23’ GenBio Workshop)