Asymptotic Theory of ${\ell }_1$-Regularized PDE Identification from a Single Noisy Trajectory

Yuchen He, Namjoon Suh, Xiaoming Huo +2

We prove the support recovery for a general class of linear and nonlinear evolutionary partial differential equation (PDE) identification from a single noisy trajectory using $\ell…