The purpose of replica-exchange molecular dynamics is to provide adequate sampling of a wide conformational space MD simulation. In MD simulations, especially for biomolecules, the energy landscape often contains large energy barriers that will trap the system in saddle points, or local minima. In order to find the absolute minimum of the system we require a method that will allow us to cross over the large energy barriers in search of deeper minima. wiki link