Incremental dynamic mode decomposition: A reduced-model learner operating at the low-data limit

Agathe Reille, Nicolas Hascoet, Chady Ghnatios, Amine Ammar, Elias Cueto, Jean Louis Duval, Francisco Chinesta, Roland Keunings

Research output: Contribution to journalShort surveypeer-review

Original languageEnglish
Pages (from-to)780-792
Number of pages13
JournalComptes Rendus - Mecanique
Volume347
Issue number11
DOIs
StatePublished - Nov 2019
Externally publishedYes

ASJC Scopus Subject Areas

  • General Materials Science
  • Mechanics of Materials

Keywords

  • Advanced regression
  • Machine learning
  • Mode decomposition
  • Nonlinear reduced modeling
  • PGD
  • Tensor formats

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