Fig. 1: Overview of protein language model-enabled automatic protein evolution.
From: Integrating protein language models and automatic biofoundry for enhanced protein evolution

In the Desing-Build-Test-Learn loop of protein engineering, PLMs are applied to facilitate the learning and design phases, while the build and test phases are executed by a biofoundry. Created in BioRender. Yu, H. (2024) https://BioRender.com/f92a776.