Plexiglass will reject Silicone after a time and the project will become unstable. Silicone works with Glass. If you do want to use Plexiglass, ensure you get the best quality and thickness you can (it will sag over time) and use angled corners with screws to hold it together, or a frame, or something similar.
Definitely do as much research as you can