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A Principled Distance-Aware Uncertainty Quantification Approach for Enhancing the Reliability of Physics-Informed Neural Network

RELIABILITY ENGINEERING & SYSTEM SAFETY(2024)

Cited 1|Views27
Key words
Uncertainty quantification,PINN,Spectral normalization,Gaussian process,Model uncertainty
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