Tags: uncertainty quantification

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  1. Hierarchical Multi-Response Gaussian Processes for Uncertainty Analysis with Multi-Scale Composite Manufacturing Simulation

    23 Feb 2022 | Contributor(s):: kai kai zhou zhou, Ryan Scott Enos, Dianyun Zhang

    Variations of constituent fiber and matrix properties and process conditions can cause significant variability in composite parts and affect their performance.  The focus of this paper is to establish a new computational framework that can efficiently quantify the uncertainty propagation of...