Zhixiang Yao

This paper develops a foundation model for microbial growth dynamics using self-supervised learning on diverse datasets, enabling accurate reconstruction and prediction of growth patterns and antibiotic responses.

The paper shows that prolonged plasmid persistence after antibiotic treatment is due to dynamical memory, not horizontal transfer or low plasmid cost.