Rüdiger Kempf

Kernel-based Operator Learning: Error Analysis, Budget Allocation, and a Physics-Informed Extension

An explicit budget allocation condition is derived from a coupled error analysis that interprets the surrogate as a reconstruction from approximate data and yields a decomposition of the total error into reconstruction and learning contributions that can be analyzed independently.