Refactoring field interpolation and allow custom interpolation methods in Scipy mode #454

Job	Run time
mypy	1m 45s
py3.13 \| macos \| integration tests	1m 43s
py3.13 \| macos \| unit tests	1m 44s
py3.13 \| ubuntu \| integration tests	1m 44s
py3.13 \| ubuntu \| unit tests	1m 43s
py3.13 \| windows \| integration tests	1m 39s
py3.13 \| windows \| unit tests	1m 40s
py3.10 \| ubuntu \| integration tests	1m 43s
py3.10 \| ubuntu \| unit tests	1m 43s
py3.11 \| ubuntu \| unit tests	1m 43s
py3.12 \| ubuntu \| unit tests	1m 42s
merge-test-artifacts	1s
	18m 50s

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