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Multi-resolution training-enhanced Kolmogorov–Arnold networks for physics-informed learning of PDEs with multi-scale features

Yu-Sen Yang, Ling Guo, Xiaodan Ren

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Source: Crossref

Published: Feb 1, 2027

DOI: 10.1016/j.apm.2026.117344

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Multi-resolution training-enhanced Kolmogorov–Arnold networks for physics-informed learning of PDEs with multi-scale features — Mathematical Frontier Network