Xiangyang Ji

Self-contrastive learning enables interference-resilient and generalizable fluorescence microscopy signal detection without interference modeling

This paper introduces DEPAF, a self-contrastive learning method for fluorescence microscopy signal detection that is interference-resilient and generalizable without requiring interference modeling.

AI-driven high-throughput droplet screening of cell-free gene expression

This paper introduces DropAI, an AI-driven droplet-based screening method to optimize cell-free gene expression systems, achieving cost reduction and yield improvement.

Cell extract-based in vitro DNA replication enables sustainable cell-free gene expression

The paper introduces LoopReX, a cell-free gene expression system that enables sustainable DNA replication and protein production through integration of DNA replication machinery.

Expanding the toolbox of probiotic Escherichia coli Nissle 1917 for synthetic biology

This study expands the genetic toolbox of Escherichia coli Nissle 1917 to enhance its utility as a synthetic biology chassis through plasmid engineering, conjugation strategies, and cell-free protein synthesis.

Engineering Escherichia coli to utilize erythritol as sole carbon source

This paper engineers Escherichia coli to utilize erythritol as a sole carbon source, enhancing growth and enabling detection of erythritol-containing beverages.