A Parsimonious Separated Representation Empowering PINN–PGD-Based Solutions for Parametrized Partial Differential Equations

Chady Ghnatios, Francisco Chinesta

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Article number2365
JournalMathematics
Volume12
Issue number15
DOIs
StatePublished - Aug 2024
Externally publishedYes

ASJC Scopus Subject Areas

  • Computer Science (miscellaneous)
  • General Mathematics
  • Engineering (miscellaneous)

Keywords

  • machine learning
  • parsimonious learning
  • physics informed neural network
  • proper generalized decomposition
  • separated representation

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