Network Reconstruction From High Dimensional Ordinary Differential Equations

Shizhe Chen, Ali Shojaie, Daniela M. Witten

We consider the task of learning a dynamical system from high-dimensional time-course data. For instance, we might wish to estimate a gene regulatory network from gene expression d…