Refactoring field interpolation and allow custom interpolation methods in Scipy mode #476

Job	Run time
mypy	4m 1s
py3.13 \| macos \| integration tests	14m 23s
py3.13 \| macos \| unit tests	9m 25s
py3.13 \| ubuntu \| integration tests	17m 33s
py3.13 \| ubuntu \| unit tests	13m 49s
py3.13 \| windows \| integration tests	29m 37s
py3.13 \| windows \| unit tests	19m 35s
py3.10 \| ubuntu \| integration tests	19m 5s
py3.10 \| ubuntu \| unit tests	13m 37s
py3.11 \| ubuntu \| unit tests	13m 22s
py3.12 \| ubuntu \| unit tests	14m 26s
merge-test-artifacts	0s
	2h 48m 53s

Provide feedback