Gerard Evan

CellBRIDGE: Learning Cellular Trajectories via Interaction-Aware Alignment

Inferring dynamics from population snapshots is a fundamental challenge in machine learning and biology. In scRNA-sequencing (scRNA-seq), destructive measurements preclude direct tracking of individual cells across time, making trajectory inference underdetermined. Optimal Transport (OT) provides a …