Refactoring field interpolation and allow custom interpolation methods in Scipy mode #461

Job	Run time
mypy	3m 53s
py3.13 \| macos \| integration tests	16m 43s
py3.13 \| ubuntu \| integration tests	18m 38s
py3.13 \| macos \| unit tests	10m 38s
py3.13 \| windows \| integration tests	30m 39s
py3.13 \| ubuntu \| unit tests	13m 15s
py3.10 \| ubuntu \| integration tests	18m 32s
py3.13 \| windows \| unit tests	19m 34s
py3.10 \| ubuntu \| unit tests	12m 27s
py3.11 \| ubuntu \| unit tests	12m 35s
py3.12 \| ubuntu \| unit tests	13m 22s
merge-test-artifacts	2s
	2h 50m 18s

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