Does anyone know how to make x-axis and y-axis look a bit bolder or somehow distinct from other grids?

Somehow I want it to look like this

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The stupidest thing I can think of is drawing a line with LineWidth = 2
Though it has some obvious disadvantages, like that it ends at some place.