2 papers
math.ST2026
A statistical theory of graph regularization for RNA velocity near developmental bifurcations
Lingqi Meng, Shiruo Wang
Graph-based regularization is widely used to stabilize noisy RNA-velocity estimates by encouraging transcriptionally similar cells to share similar velocity vectors. Near developme…
math.DS2026
Decoding Gene Regulatory Networks from Single-Cell RNA Velocity
Lingqi Meng, Shiruo Wang
Single-cell RNA sequencing provides snapshots of cellular states, while RNA velocity offers directional information about their temporal evolution. A fundamental question is whethe…