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A review of uncertainty quantification in deep learning: Techniques, applications and challenges

Information Fusion, 2021
Abbas Khosravi   +2 more
exaly  

Uncertainty quantification patterns for multiscale models

Philosophical Transactions Series A, Mathematical, Physical, and Engineering Sciences, 2021
Alfons G Hoekstra   +2 more
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Modern Monte Carlo methods for efficient uncertainty quantification and propagation: A survey

Wiley Interdisciplinary Reviews: Computational Statistics, 2021
Jiaxin Zhang
exaly  

Combustion kinetic model uncertainty quantification, propagation and minimization

Progress in Energy and Combustion Science, 2015
Hai Wang, David A Sheen
exaly  

Polynomial chaos expansion for uncertainty quantification of dam engineering problems

Engineering Structures, 2020
Mohammad Amin Hariri-Ardebili   +1 more
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Uncertainty quantification and model validation of fatigue crack growth prediction

Engineering Fracture Mechanics, 2011
Shankar Sankararaman   +2 more
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Numerical approach for quantification of epistemic uncertainty

Journal of Computational Physics, 2010
John Jakeman   +2 more
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