The calculations used in the paper are based on the most widely accepted hypothesis for the end of the universe, which is the heat death theory.

Despite its name, the so-called heat death would actually be slow and cold.

In short, it's a scenario in which the universe continues to both expand and cool - while everything within it dies off, decays, and fades away.