articleComputer Methods in Applied Mechanics and EngineeringApr 1, 2017Closed access

A framework for data-driven analysis of materials under uncertainty: Countering the curse of dimensionality

MAMiguel A. BessaRBRamin BostanabadZLZeliang LiuAHAnqi HuDWDaniel W. Apley

Northwestern University

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535
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Keywords
  • Curse of dimensionality
  • Computer science
  • Cluster analysis
  • Big data
  • Finite element method
  • Industrial engineering
  • Data mining
  • Machine learning
UN Sustainable Development Goals
  • Industry, innovation and infrastructure
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