Refactoring field interpolation and allow custom interpolation methods in Scipy mode #451

Job	Run time
mypy	2m 37s
py3.13 \| macos \| integration tests	2m 45s
py3.13 \| macos \| unit tests	2m 46s
py3.13 \| ubuntu \| integration tests	2m 34s
py3.13 \| ubuntu \| unit tests	2m 42s
py3.13 \| windows \| integration tests	2m 31s
py3.13 \| windows \| unit tests	2m 29s
py3.10 \| ubuntu \| integration tests	2m 35s
py3.10 \| ubuntu \| unit tests	2m 44s
py3.11 \| ubuntu \| unit tests	2m 44s
py3.12 \| ubuntu \| unit tests	2m 44s
merge-test-artifacts	1s
	29m 12s

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