Ke Xu

GeoSinkhorn Flow converts static phenoscapes into dynamic ones by learning perturbation-conditioned transport trajectories that respect the phenoscape's geometry and generalize to unseen conditions.

chronODE integrates time-series multi-omics data using ordinary differential equations and machine learning to model gene and chromatin dynamics during brain development.