**5. Contact Geometry**

Contact geometry seems to be the so far most general geometric formulation of non-equilibrium thermodynamics. It started with works of Hermann [11] in equilibrium thermodynamics and continued to non-equilibrium thermodynamics, e.g., [12,15,39–41] and many others. Here, we adopt a recent version of contact-geometric formulation of GENERIC from [14].
