Refactoring field interpolation and allow custom interpolation methods in Scipy mode #508

Job	Run time
mypy	3m 54s
py3.13 \| macos \| unit tests	6m 40s
py3.13 \| macos \| integration tests	6m 40s
py3.13 \| ubuntu \| unit tests	6m 39s
py3.13 \| ubuntu \| integration tests	6m 40s
py3.13 \| windows \| unit tests	6m 33s
py3.13 \| windows \| integration tests	6m 54s
py3.10 \| ubuntu \| unit tests	6m 38s
py3.10 \| ubuntu \| integration tests	6m 39s
py3.11 \| ubuntu \| unit tests	6m 38s
py3.12 \| ubuntu \| unit tests	6m 39s
merge-test-artifacts	1s
	1h 10m 35s

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