Refactoring field interpolation and allow custom interpolation methods in Scipy mode #473

Job	Run time
mypy	4m 2s
py3.13 \| macos \| integration tests	14m 25s
py3.13 \| ubuntu \| integration tests	17m 46s
py3.13 \| macos \| unit tests	9m 19s
py3.13 \| windows \| integration tests	29m 53s
py3.13 \| ubuntu \| unit tests	13m 59s
py3.10 \| ubuntu \| integration tests	17m 43s
py3.13 \| windows \| unit tests	20m 41s
py3.10 \| ubuntu \| unit tests	13m 51s
py3.11 \| ubuntu \| unit tests	14m 5s
py3.12 \| ubuntu \| unit tests	14m 45s
merge-test-artifacts	0s
	2h 50m 29s

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