math.NA · 2026-10-02 · No. 131
Numerical Analysis, 2026-10-02.
1 new papers in math.NA. Titles, authors,
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01 — The papers
1 entries-
01
Kolmogorov-Arnold Networks for Free-Boundary Partial Differential Equations
Tan Phuong Dong Le
math.NA · cs.LG
We study free-boundary problems within a physics-informed framework using Kolmogorov-Arnold network (KAN) approximations. The proposed approach incorporates obstacle constraints, partial differential equation (PDE) inequalities, complementarity conditions, and boundary conditions through residual-based loss functions. We consider a linear elliptic obstacle problem, a nonlinear $p$-Laplacian obstacle problem, and a time-dependent one-phase...
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