Search Results for author: Xiaofei Guan

Found 2 papers, 0 papers with code

Efficient Bayesian inference using physics-informed invertible neural networks for inverse problems

no code implementations25 Apr 2023 Xiaofei Guan, Xintong Wang, Hao Wu, Zihao Yang, Peng Yu

Simultaneously, the INN is designed to partition the parameter vector linked to the input physical field into two distinct components: the expansion coefficients representing the forward problem solution and the Gaussian latent noise.

Bayesian Inference

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