PDE-LEARN: Using Deep Learning to Discover Partial Differential Equations from Noisy, Limited Data

Robert Stephany, Christopher Earls

In this paper, we introduce PDE-LEARN, a novel deep learning algorithm that can identify governing partial differential equations (PDEs) directly from noisy, limited measurements o…