Model Reduction using Diffusion Maps

[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.