The simulation demonstrates the reverse-diffusion process at the heart of generative protein design: a chain of residues starts as a disordered random walk and is iteratively denoised toward a chosen target fold family.
Pick a target fold family, adjust the diffusion speed, and press Play to watch the chain organize itself from noise into structure; press Rebuild to scramble a fresh random design and run it again.
Fold selector, diffusion speed slider, play/pause and rebuild buttons
Real tools like RFdiffusion run this same coordinate-denoising process hundreds of times per second across GPU clusters, generating thousands of candidate protein backbones before a handful are ever synthesized in a lab.
The simulation demonstrates the reverse-diffusion process at the heart of generative protein design: a chain of residues starts as a disordered random walk and is iteratively denoised toward a chosen target fold family.
The simulation demonstrates the reverse-diffusion process at the heart of generative protein design: a chain of residues starts as a disordered random walk and is iteratively denoised toward a chosen target fold family.
Pick a target fold family, adjust the diffusion speed, and press Play to watch the chain organize itself from noise into structure; press Rebuild to scramble a fresh random design and run it again.
Real tools like RFdiffusion run this same coordinate-denoising process hundreds of times per second across GPU clusters, generating thousands of candidate protein backbones before a handful are ever synthesized in a lab.