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2022.06.21_3_James_Kermode.pdf
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🔗 Source: michael-herbst.com
📊 Size: 28.22 MB
📄 Pages: 23 pages
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Summary

Uncertainty Quantification and Propagation in Multiscale Materials Modelling, presented by James Kermode, covers chemomechanical processes, fracture, friction, and plasticity in various materials, including covalent materials, oxides, and metals. The presentation discusses aleatoric and epistemic uncertainties, model uncertainty, and algorithmic uncertainty in solvers, highlighting the need to quantify uncertainties across scales, from electronic structure to macroscale, and to develop stochastic coarse-graining methods for materials design with error bars on properties.

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Uncertainty Quantification and Propagation in Multiscale Materials Modelling, presented by James Kermode, covers chemomechanical processes, fracture, friction,...

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  • File Format: PDF
  • File Size: 28.22 MB
  • Pages: 23
  • Language: EN
  • Total Downloads: 79
  • Last Updated: 5 hours ago

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