Phase-shift transferable neural networks achieve high-precision approximation of high-frequency functions and PDE solutions.
Bridging traditional and machine learning-based algorithms for solving PDEs: the random feature method.Journal of Machine Learning, 2022, 1(3): 268–298
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High-Precision Phase-Shift Transferable Neural Networks for High-Frequency Function Approximation and PDE Solution
Phase-shift transferable neural networks achieve high-precision approximation of high-frequency functions and PDE solutions.