Refactoring field interpolation and allow custom interpolation methods in Scipy mode #498

Job	Run time
mypy	3m 49s
py3.13 \| macos \| integration tests	12m 26s
py3.13 \| macos \| unit tests	10m 14s
py3.13 \| ubuntu \| integration tests	19m 32s
py3.13 \| ubuntu \| unit tests	13m 48s
py3.13 \| windows \| integration tests	29m 57s
py3.13 \| windows \| unit tests	22m 12s
py3.10 \| ubuntu \| integration tests	17m 46s
py3.10 \| ubuntu \| unit tests	13m 52s
py3.11 \| ubuntu \| unit tests	13m 56s
py3.12 \| ubuntu \| unit tests	14m 23s
merge-test-artifacts	0s
	2h 51m 55s

Provide feedback