Uncertainty quantification for complex systems with very high dimensional response using Grassmann manifold variations

•Performs uncertainty quantification directly on high-dimensional system response.•Proposes a multi-element approach where elements are refined based on Grassmann distances between solution snapshots.•Adaptively resolves regions of the probability space corresponding to significant changes in system...

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