How to eliminate ''noise'' from the experiment ?
Set up the apparatus. Place a balance, heat source and a thermometer inside a vacuum chamber and set the electronics for external control. Insulate the balance and use a thermostat to keep balance at a constant temperature as possible to reduce ''noise''. Next, place the metal beside the balance and heat the chamber to a fixed duration to a known temperature. The change in weight you get is your ''noise''. Next, place the metal on the balance and repeat the heating process. Do you get a different reading ?
Come on guys, it's not a rocket science.