Refactoring field interpolation and allow custom interpolation methods in Scipy mode #452

Job	Run time
py3.13 \| macos \| integration tests	14m 44s
mypy	3m 56s
py3.13 \| macos \| unit tests	8m 50s
py3.13 \| ubuntu \| integration tests	16m 46s
py3.13 \| ubuntu \| unit tests	13m 23s
py3.13 \| windows \| integration tests	24m 48s
py3.13 \| windows \| unit tests	22m 5s
py3.10 \| ubuntu \| integration tests	18m 42s
py3.10 \| ubuntu \| unit tests	12m 43s
py3.11 \| ubuntu \| unit tests	12m 51s
py3.12 \| ubuntu \| unit tests	1m 40s
merge-test-artifacts	1s
	2h 30m 29s

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