where we explicitly show the loss and potential energy as a function of the ghost particle coordinates (X GP ) and attributes (A GP ). β is the inverse temperature, and s is a unitless parameter called the "MLForce Scale" that scales the Flexible Topology energy against the other energies in the system. We then add this term to the system energy function U: