works on
approximation theory 1dimension-independent analysis 1fractional pdes 1neural network approximation 1spectral barron spaces 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

math.AP2026

Neural Network Approximation of Solutions to Fractional Parabolic Partial Differential Equations

Jae-Hwan Choi, Hyojae Lim, Jinsol Seo +2

The paper develops a dimension‑efficient neural network approximation theory for solutions of fractional parabolic PDEs, introducing anisotropic spectral Barron spaces and proving…