Physical changes alter the appearance of a material but do not change its chemical composition. Changes in state between solid, liquid, and gas are physical changes caused by adding or removing thermal energy from particles in a substance as temperature increases or decreases. Temperature measures the average kinetic energy of a substance's particles.