TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics.
Tong A, Huang J, Wolf G, van Dijk D, Krishnaswamy S. TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics. Proceedings Of Machine Learning Research 2020, 119: 9526-9536. PMID: 34337419, PMCID: PMC8320749.Peer-Reviewed Original ResearchOptimal transportNormalizing FlowsOptimal transport networksContinuous dynamicsTarget distributionTransport-based modelContinuous pathPaths of pointsArbitrary pathTransport networkSingle-cell RNA sequencing technologyDynamicsIndividual trajectoriesCellular dynamicsFlowPathDistributionNon-linear pathPairwise matchingPointTrajectoriesDynamic process