math.NA · 2026-07-01 · No. 40
Numerical Analysis, 2026-07-01.
1 new papers in math.NA. Titles, authors,
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01 — The papers
1 entries-
01
Domain-Decomposed Randomized Neural Networks for Partial Differential Equations in Unbounded Domains
Haixin Wang, Haoning Dang, Fei Wang, Shimin Guo
math.NA · cs.LG
Partial differential equations on unbounded domains are challenging because the exterior region must be represented without excessive truncation error. Truncation-based methods often require problem-dependent artificial boundary conditions, while global spectral bases may be inefficient for localized structures, irregular geometries, or solutions with different near-field and far-field behaviors. We propose a domain-decomposed randomized...
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