parametrized-pdes

There are 1 repository under parametrized-pdes topic.

• stefaniafresca / POD-DL-ROM

  Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decomposition. Available on doi.org/10.1016/j.cma.2021.114181.

  reduced-order-modelingdeep-learningproper-orthogonal-decompositiondimensionality-reductionparametrized-pdes
  Language:Python 23

• stefaniafresca / DL-ROM-Meth

  Source code for deep learning-based reduced order models for nonlinear time-dependent parametrized PDEs. Available on doi.org/10.1007/s10915-021-01462-7.

  reduced-order-modelsdeep-learningparametrized-pdesnon-linear-time-dependent-pdesproper-orthogonal-decomposition
  Language:Python 17

• stefaniafresca / DL-ROM

  Source code for deep learning-based reduced order models in cardiac electrophysiology. Available on doi.org/10.1371/journal.pone.0239416.

  cardiac-electrophysiologydeep-learningparametrized-pdesreduced-order-models
  Language:Python 13