Refactoring field interpolation and allow custom interpolation methods in Scipy mode #431

Job	Run time
mypy	2m 18s
py3.13 \| macos \| integration tests	2m 5s
py3.13 \| macos \| unit tests	2m 19s
py3.13 \| ubuntu \| integration tests	2m 16s
py3.13 \| ubuntu \| unit tests	2m 2s
py3.13 \| windows \| unit tests	2m 0s
py3.13 \| windows \| integration tests	2m 3s
py3.10 \| ubuntu \| integration tests	2m 3s
py3.10 \| ubuntu \| unit tests	2m 4s
py3.11 \| ubuntu \| unit tests	2m 2s
py3.12 \| ubuntu \| unit tests	28s
merge-test-artifacts	1s
	21m 41s

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