Recovering Governing Equations from Solution Data: Identifiability Bounds for Linear and Nonlinear ODEs

Yang Pan, Helmut Bölcskei

Learning governing equations from observed solution data is a fundamental challenge in scientific machine learning, yet the theoretical conditions under which a ground-truth ODE ca…