Alchemists tried to create gold and they invented The Scientific Method and Chemistry.
shifting one element into another would take differing reactions than what could be wrought through distillations.
nuclear science changes elements and the state of matter
add heat – gas + plasma
add cold – water + ice
density – stone + solids
gravity – magnetism