Vinyard et al. present a generative method to model cell dynamics using neural stochastic differential equations that learn state-dependent drift and diffusion, outperforming existing approaches and enabling perturbation studies of development and disease.
- Michael E. Vinyard
- Anders W. Rasmussen
- Luca Pinello