most citedPhysics-Informed Kernel Function Neural Networks for Solving Partial Differential Equations

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cs.CE2026

An improved PINN framework integrating localized collocation scheme and PIKF

Qiang Xi, Wenzhi Xu, Mario Cvetkovic +3

We propose a localized physics-informed kernel function neural network (LPIKFNN), which is an improved physics-informed neural network (PINN) based on physics-informed kernel funct…