Skip to content

Model Reduction using Diffusion Maps #16

Description

@dynamic-queries

https://arxiv.org/abs/2204.12536

On first look the following are the nuclear tasks for implementing this.

  • Add a Diffusion map routine in tandem with PCA
  • Collect data, by solving the problems they specify in the paper, using MOL.jl, add it to SciMLBenchmarks.
  • Implementing Model reconstruction
  • Test the fidelity of the reduced model.

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Fields

    No fields configured for issues without a type.

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions