When Rough Data Helps: A Phase Transition in Convergence Rates for Kernel Recovery in Integral Operators

Jihong Wang, Fei Lu, Yue Yu

Learning kernels in operators from data is a fundamental task that arises in nonlocal continuum mechanics, operator learning, and interacting particle systems. A central question i…