arxivcs.LGcs.ITmath.CAmath.DS2026-06-25
Recovering Governing Equations from Solution Data: Identifiability Bounds for Linear and Nonlinear ODEs
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 can be uniquely and stably identified from multiple solution observations remain largely undeveloped,…