Refactoring field interpolation and allow custom interpolation methods in Scipy mode #507

Job	Run time
py3.13 \| macos \| integration tests	14m 36s
py3.13 \| macos \| unit tests	9m 44s
py3.13 \| ubuntu \| integration tests	17m 31s
mypy	4m 11s
py3.13 \| ubuntu \| unit tests	14m 24s
py3.13 \| windows \| integration tests	29m 52s
py3.13 \| windows \| unit tests	22m 17s
py3.10 \| ubuntu \| integration tests	19m 7s
py3.10 \| ubuntu \| unit tests	14m 28s
py3.11 \| ubuntu \| unit tests	13m 39s
py3.12 \| ubuntu \| unit tests	14m 29s
merge-test-artifacts	1s
	2h 54m 19s

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