Yuan Yao

Automated kinetic-scheme-free sorting of single-molecule fluorescence events using a deep learning based hidden-state method

Single-molecule fluorescence techniques have revolutionized our ability to probe biomolecular dynamics by resolving molecular heterogeneity and transient states inaccessible to ensemble measurements. However, conventional analysis pipelines remain constrained by several factors that compromise both reproducibility and...