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An Adaptive Sampling Method Based on Expected Improvement Function and Residual Gradient in PINNs

IEEE Access(2024)

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关键词
Neural networks,Training,Mathematical models,Accuracy,Sampling methods,Prediction algorithms,Adaptation models,Adaptive signal processing,Gradient methods,Error analysis,Physics-informed neural networks,adaptive sampling,residual gradient,error indicator function
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