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2204.06043
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A fully Bayesian sparse polynomial chaos expansion approach with joint priors on the coefficients and global selection of terms
12 April 2022
Paul-Christian Bürkner
Ilja Kroker
S. Oladyshkin
Wolfgang Nowak
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Papers citing
"A fully Bayesian sparse polynomial chaos expansion approach with joint priors on the coefficients and global selection of terms"
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Title
Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference
Philipp Reiser
Javier Enrique Aguilar
A. Guthke
Paul-Christian Bürkner
151
3
0
08 Dec 2023
The Deep Arbitrary Polynomial Chaos Neural Network or how Deep Artificial Neural Networks could benefit from Data-Driven Homogeneous Chaos Theory
S. Oladyshkin
T. Praditia
Ilja Kroker
F. Mohammadi
Wolfgang Nowak
S. Otte
AI4CE
48
5
0
26 Jun 2023
1