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SciML / ModelOrderReduction.jl

High-level model-order reduction to automate the acceleration of large-scale simulations
https://docs.sciml.ai/ModelOrderReduction/
MIT License
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POD-PCE (Non-Intrusive PCE) #6

Open ChrisRackauckas opened 2 years ago

ChrisRackauckas commented 2 years ago

https://arxiv.org/abs/1903.10202

FHoltorf commented 2 years ago

Remarkably good review for everything around non-intrusive PCE:

https://arc.aiaa.org/doi/abs/10.2514/6.2009-2274

Almost everything todo with generating a polynomial basis and numerical integration is supported by PolyChaos.jl but what is really missing is a good API that makes it easily applied in the context of UQ via PCE.