Practitioners often aim to infer an unobserved population trajectory using sample snapshots
at multiple time points. Eg, given single-cell sequencing data, scientists would like to learn …

Hybrid models composing mechanistic ODE-based dynamics with flexible and expressive
neural network components have grown rapidly in popularity, especially in scientific …