Emulated P(k) is slightly off

nesar / AstroVAE

Data reduction and inference problems using a combination of GP emulator and Variational autoencoder

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Closed nesar closed 6 years ago

nesar commented 6 years ago

gpae_output

Without any hyper-parameter optimization or deeper network architecture, the P(k) seems to be slightly off.

Compare with GP emulator -- with 2 evals and see how it does.

nesar commented 6 years ago

gp_ae_ratio

The error seems systematic.