Refactoring field interpolation and allow custom interpolation methods in Scipy mode #479

Job	Run time
mypy	3m 53s
py3.13 \| macos \| integration tests	15m 31s
py3.13 \| ubuntu \| integration tests	19m 1s
py3.13 \| macos \| unit tests	11m 59s
py3.13 \| windows \| integration tests	27m 45s
py3.13 \| ubuntu \| unit tests	14m 17s
py3.10 \| ubuntu \| integration tests	18m 43s
py3.13 \| windows \| unit tests	18m 27s
py3.10 \| ubuntu \| unit tests	13m 51s
py3.11 \| ubuntu \| unit tests	13m 38s
py3.12 \| ubuntu \| unit tests	14m 40s
merge-test-artifacts	2s
	2h 51m 47s

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