Machine learning-boosted nonlinear homogenization

Mikhael Tannous, Chady Ghnatios, Olivier Castelnau, Pedro Ponte Castañeda, Francisco Chinesta

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Article number105229
JournalMechanics of Materials
Volume201
DOIs
StatePublished - Feb 2025

ASJC Scopus Subject Areas

  • Instrumentation
  • General Materials Science
  • Mechanics of Materials

Keywords

  • Digital twin
  • Homogenization
  • Machine learning
  • Nonlinear material behavior
  • Polycrystal
  • Two-phase composite

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