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Ziyu Xie · Study

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Ziyu Xie

4 works· latest 2024· 1 institutionscluster: provisionalORCID 0000-0001-8075-2939

h-index4

i104

Citations71

Works here4

21

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24

Most cited in this library

Functional PCA and deep neural networks-based Bayesian inverse uncertainty quantification with transient experimental data2024 · 20 citations
Scalable Inverse Uncertainty Quantification by Hierarchical Bayesian Modeling and Variational Inference2023 · 19 citations
Bayesian inverse uncertainty quantification of a MOOSE-based melt pool model for additive manufacturing using experimental data2021 · 17 citations
Towards improving the predictive capability of computer simulations by integrating inverse Uncertainty Quantification and quantitative validation with Bayesian hypothesis testing2021 · 15 citations

Works

4 shown

Functional PCA and deep neural networks-based Bayesian inverse uncertainty quantification with transient experimental data

Computer Methods in Applied Mechanics and Engineering·2024·3 authors·Open access

20citations

Scalable Inverse Uncertainty Quantification by Hierarchical Bayesian Modeling and Variational Inference

Energies·2023·4 authors·Open access

19citations

Bayesian inverse uncertainty quantification of a MOOSE-based melt pool model for additive manufacturing using experimental data

Annals of Nuclear Energy·2021·4 authors·Open access

17citations

Towards improving the predictive capability of computer simulations by integrating inverse Uncertainty Quantification and quantitative validation with Bayesian hypothesis testing

Nuclear Engineering and Design·2021·3 authors·Open access

15citations