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ArticleHierarchical multiscale quantification of material uncertainty

Burigede Liu2021

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Articlebronze2021

Hierarchical multiscale quantification of material uncertainty

Burigede Liu · Xingsheng Sun · Kaushik Bhattacharya · M. Ortíz

18 citations·0/0 files stored·Journal of the Mechanics and Physics of Solids

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Probabilistic and Robust Engineering Design High-Velocity Impact and Material Behavior Composite Material Mechanics

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References

2010DAKOTA : a multilevel parallel object-oriented framework for design optimization, parameter estimation, uncertainty quantification, and sensitivity analysis. Version 5.0, user's manual.2020Dakota, A Multilevel Parallel Object-Oriented Framework for Design Optimization, Parameter Estimation, Uncertainty Quantification, and Sensitivity Analysis: Version 6.13 User's Manual 2013Optimal Uncertainty Quantification 2011Uncertainty Quantification and Weak Approximation of an Elliptic Inverse Problem 2008Rigorous verification, validation, uncertainty quantification and certification through concentration-of-measure inequalities 2011Rigorous model-based uncertainty quantification with application to terminal ballistics, part I: Systems with controllable inputs and small scatter

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2024A multiscale Bayesian method to quantify uncertainties in constitutive and microstructural parameters of 3D-printed composites 2022Uncertainty Quantification of Material Properties in Ballistic Impact of Magnesium Alloys

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2014Optimal uncertainty quantification with model uncertainty and legacy dataarticle · 3 shared references 2019Rigorous uncertainty quantification and design with uncertain material modelsarticle · 3 shared references 2022Uncertainty Quantification of Material Properties in Ballistic Impact of Magnesium Alloysarticle · 3 shared references 2013Optimal uncertainty quantification for legacy data observations of Lipschitz functionsarticle · 3 shared references 2011Building a Framework for Predictive Scienceother · 2 shared references 2014Π4U: A high performance computing framework for Bayesian uncertainty quantification of complex modelsarticle · 2 shared references

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Year2021

Typearticle

Published2021-05-21

VenueJournal of the Mechanics and Physics of Solids

ISSN-L0022-5096

Languageen

Citations18

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1016/j.jmps.2021.104492

openalex_workW3126312929

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