Manuel Gander

CellFlow predicts single-cell phenotypes from complex perturbations using flow matching, demonstrating accuracy in cytokine stimulation, drug treatments, and developmental modeling.

moscot unifies optimal transport for temporal, spatial and spatiotemporal single-cell mapping, using multimodal cost spaces and low-rank solvers to scale to 1.7 million mouse embryo cells.

CurveCurator assesses and classifies dose-response curve significance using a recalibrated F-statistic and provides p-values and false discovery rates for improved analysis.