Kernel-Based Framework Proposed for Learning Differential Equations and Solution Operators

A new kernel-based framework learns differential equations and their solution maps, with algorithms and error analysis presented in an arXiv paper on data-efficient kernel methods.

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1. 2026-11-04 05:00 · arXiv cs.LG
   Data-Efficient Kernel Methods for Learning Differential Equations and Their Solution Operators: Algorithms and Error Analysis