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Microstructure model reduction and uncertainty quantification in multiscale deformation processes

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2017Uncertainty analysis in multiscale modeling of concrete based on continuum micromechanics24 cited
2012A multiscale approach for model reduction of random microstructures21 cited
2019Uncertainty Quantification for Parameter Estimation and Response Prediction18 cited
2019Quantification of uncertain macroscopic material properties resulting from variations of microstructure morphology based on statistically similar volume elements: application to dual-phase steel microstructures

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17 cited

2020Uncertainty Quantified Parametrically Homogenized Constitutive Models for Microstructure-Integrated Structural Simulations15 cited

2020Uncertainty Quantification Accounting for Model Discrepancy Within a Random Effects Bayesian Framework12 cited