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Set default `time_integrator` for Omega #918

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Run time

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Job	Run time
lint with pre-commit	39s
test polaris - python 3.9	5m 43s
test polaris - python 3.10	5m 33s
test polaris - python 3.11	5m 33s
test polaris - python 3.12	5m 56s
	23m 24s