Tests

New save or load functions for the surrogate models using pickle #1613

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Run time

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Job	Run time
test (ubuntu-latest, 3.12)	9m 46s
test (macos-latest, 3.12)	4m 49s
test (windows-latest, 3.12)	10m 14s
test (ubuntu-latest, 3.11)	8m 37s
test (ubuntu-latest, 3.10)	9m 11s
	42m 37s