Skip to content

Non-Intrusive MOR using Neural Networks #24

@dynamic-queries

Description

@dynamic-queries

The idea is simple enough :

  • This learns the forcing function in the reduced space. (POD space for instance)
  • System is allowed to evolve in the reduced space and projected back.

https://www.sciencedirect.com/science/article/pii/S0021999118301190

If I understand correctly, Lift and Learn from #3 and Operator inference (for the lack of a better term) could be bundled with this in a single module, with NN being a generic version of it. Am I missing something?

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions