filtering settings for targets during Synthetic history interpolation

[GabrielSoto-INL]

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Pull Request Description

What issue does this change request address? (Use "#" before the issue to link it, i.e., #42.)

#2389

What are the significant changes in functionality due to this change request?

The Problem
During interpolation of a SyntheticHistory ROM, learned features from a characterizing TSA algorithm are interpolated between missing data years. The interpolated values are then written to the final ROM for the missing macroSteps.

When setting the values, each TSA characterizing algorithm (whether global or local/per segment) reads in a dictionary of interpolated params and loops through all target signals to set new values. However, if we have an XML where we have two nodes of the same algorithm, the target list is mismatched from the trained params and the interpolated params. An example is shown below with a modified /tests/framework/ROM/TimeSeries/SyntheticHistory/varma_interpolated.xml test that has two added <fourier> algorithms:

The Solution
The problem is solved by properly filtering the trained settings based on the correct node before setting the ROM features.

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For Change Control Board: Change Request Review

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[moosebuild]

Job Mingw Test on e3eff52 : invalidated by @joshua-cogliati-inl

failed rm directory not empty

[moosebuild]

Job Mingw Test on 637f2cc : invalidated by @GabrielSoto-INL

Timed out from delayed start