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Prescient Design

A machine learning group inside Genentech's research organization, applying generative models to the design of antibodies and other biologics.

Location: New York, NY
Website
3 models

Models (3)

LOBSTER

Prescient Design / Genentech

Released May 15, 2024

7165

Efficient protein language model library from Prescient Design enabling high-quality sequence representations and fitness prediction in 24 GPU hours.

Protein

Walk-Jump Sampling

Prescient Design / Genentech

Released May 7, 2024

5857

Discrete generative model for antibody protein sequences combining MCMC walks on a smoothed energy landscape with one-step denoising jumps.

Protein

EquiFold

Prescient Design / Genentech

Released October 8, 2022

52129

Protein structure prediction model pairing SE(3)-equivariant networks with a coarse-grained representation to fold sequences fast, without MSA inputs.

Protein