Refactoring field interpolation and allow custom interpolation methods in Scipy mode #474

Job	Run time
py3.13 \| macos \| integration tests	14m 8s
py3.13 \| macos \| unit tests	11m 29s
mypy	4m 6s
py3.13 \| ubuntu \| integration tests	17m 42s
py3.13 \| ubuntu \| unit tests	13m 50s
py3.13 \| windows \| integration tests	31m 16s
py3.13 \| windows \| unit tests	21m 9s
py3.10 \| ubuntu \| integration tests	16m 52s
py3.10 \| ubuntu \| unit tests	13m 41s
py3.11 \| ubuntu \| unit tests	13m 44s
py3.12 \| ubuntu \| unit tests	14m 56s
merge-test-artifacts	0s
	2h 52m 53s

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