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Kernel-Adaptive Discretization Strategies for Physics-Informed Neural Networks: A Comprehensive Framework for Optimal Solution of Fredholm Integral Equations

Yan Ma, Wei Li

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Source: Crossref

Published: Jun 22, 2026

DOI: 10.1007/s44198-026-00450-5

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Kernel-Adaptive Discretization Strategies for Physics-Informed Neural Networks: A Comprehensive Framework for Optimal Solution of Fredholm Integral Equations — Mathematical Frontier Network