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Extract new outputs from previous save files #22

@eckelsjd

Description

@eckelsjd

Expected Behavior

  • It should be possible to build a surrogate over new outputs if they are extractable from previous surrogate save files, even if they weren't originally defined in surr.coupling_vars.

Actual Behavior

  • If you want the surrogate to predict a certain output, it must be defined with SystemSurrogate.coupling_vars up front, before training.
  • This means you cannot predict a new output without retraining a new SystemSurrogate, even if that output is already computed and saved to file.

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