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Sampling strategy analysis

emudesgin

Optimal Emulator Parameter Sampling Strategy for Cosmological Simulations

Nesar Ramachandra, Jia Liu

Questions to answer:

  1. the optimal sampling strategy for various cosmological observable (Pk, Clkk, HMF, Primary CMB)?
  2. the number of sample points needed as a function of number of parameters, say to reach <1% accuracy?
  3. can the sampling optimized for observable A also good for observable B, or is there an optimal strategy to make this more universal?

https://docs.google.com/document/d/17ir5xZWHUAi5OVCyQLACpSlGTlmS6agBBRwloWAWtfw/edit

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