  Gradient dynamics describes irreversible evolution by means of a dissipation
potential, which leads to several advantageous features like Maxwell--Onsager
relations, distinguishing between thermodynamic forces and fluxes or
geometrical interpretation of the dynamics. Entropy production maximization is
a powerful tool for predicting constitutive relations in engineering. In this
paper, both approaches are compared and their shortcomings and advantages are
discussed.
