Author

Qiang Xi

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#machine learning Preprint Sep 2026

KernelOnet: An Interpretable Neural Operator Based on Kernel Functions

This paper proposes an interpretable neural operator framework, the Kernel Operator Network (KernelOnet), which incorporates kernel functions explicitly into the neural operator architecture, so that the operator structure matches the kernel-expansion form used in boundary-type kernel-expansion methods. Unlike traditio...

Yuan Guo, Han-Shu Chen, Qiang Xi et al. · 0 citations