Yourae Shin

The Everything Bagel feature finder automates metabolomics data processing, achieving comparable or better performance than existing methods with significantly reduced computational time.

The paper develops an agentic AI system using LLMs and domain tools to hypothesize and validate structures of unknown drug metabolites from mass spectrometry data.

The paper identifies chaperonin's role in regulating circadian clocks to mediate long-term cold responses in Arabidopsis, showing time-of-day-specific activation of cold response genes.