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Model Reduction using Diffusion Maps #16

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@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.

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