Add Interpolation tutorial v4 #1847

Job	Run time
cache-pixi-lock / Generate output	12s
TypeChecking: pixi run typing	0s
Unit tests: windows \| pixi run -e test-latest tests	13m 6s
Integration: ${{ matrix.os }} \| pixi run -e ${{ matrix.pixi-environment }} tests-notebooks	0s
Unit tests: ubuntu \| pixi run -e test-minimum tests	4m 58s
Unit tests: ubuntu \| pixi run -e test-py313 tests	5m 18s
Unit tests: ubuntu \| pixi run -e test-py311 tests	5m 18s
Unit tests: ubuntu \| pixi run -e test-latest tests	5m 2s
merge-test-artifacts	0s
	33m 54s

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