Influence of copper thickness on interference between PCB tracks
You will have significantly more interference, but it has nothing to do with the increased copper thickness, and everything to do with the increased current. In other words, while there are both capacitive and inductive coupling mechanisms at work, the change you are making to the capacitance is completely negligible.

By all means, increase the copper thickness, but also redesign the isolation between the power circuits and the digital circuits.